Webpages Semantic Analysis for Ads Campaigns
Semantic analysis of webpages and browsing history to better understand the interests of a user for showing only relevant Ads
Posts and Projects by Tag
- python 11
- pytorch 7
- featured 5
- nlp 4
- transformers 4
- opencv 4
- embedding 3
- detection 3
- gym 3
- reinforcement-learning 3
- esports 3
- tensorflow 3
- evolution 3
- aws 2
- natural-language-processing 2
- classification 2
- multi-label 2
- catboost 2
- transformer 2
- numpy 2
- pandas 2
- pyglet 2
- binance 2
- trading 2
- blockchain 2
- bets 2
- genetic-algorithm 2
- lua 2
- haar 2
- face 2
- ads 1
- yolo 1
- docker 1
- geotiff 1
- cma-es 1
- dqn 1
- a3c 1
- a2c 1
- ppo 1
- martingale 1
- game-theory 1
- ocr 1
- r-language 1
- goal 1
- wine 1
- dragons 1
python
Text Embeddings (2/3) - Computation
Did some research and experiments on how to compare texts. Sharing my knowledge here.
Agrocode Project
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
My Solution to Agro Code Contest
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
Object detection for MapHub
Object detection model to detect buildings, coconut palms, etc. in GeoTIFF files
Intraday Project
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
Intraday Project Explained
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
Reinforcement learning
I studied several reinforcement-learning algorithms and implemented them in code from scratch.
OCR reader for RTS Munity
Real-time OCR reader of different values of teams and players on video streams of League of Legends game
Agender Project
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
Age and Gender Estimation Explained
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
pytorch
Webpages Semantic Analysis for Ads Campaigns
Semantic analysis of webpages and browsing history to better understand the interests of a user for showing only relevant Ads
Text Embeddings (2/3) - Computation
Did some research and experiments on how to compare texts. Sharing my knowledge here.
Agrocode Project
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
My Solution to Agro Code Contest
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
Object detection for MapHub
Object detection model to detect buildings, coconut palms, etc. in GeoTIFF files
Reinforcement learning
I studied several reinforcement-learning algorithms and implemented them in code from scratch.
OCR reader for RTS Munity
Real-time OCR reader of different values of teams and players on video streams of League of Legends game
featured
Webpages Semantic Analysis for Ads Campaigns
Semantic analysis of webpages and browsing history to better understand the interests of a user for showing only relevant Ads
Agrocode Project
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
Object detection for MapHub
Object detection model to detect buildings, coconut palms, etc. in GeoTIFF files
Intraday Project
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
OCR reader for RTS Munity
Real-time OCR reader of different values of teams and players on video streams of League of Legends game
nlp
Webpages Semantic Analysis for Ads Campaigns
Semantic analysis of webpages and browsing history to better understand the interests of a user for showing only relevant Ads
Text Embeddings (3/3) - Conclusion
Did some research and experiments on how to compare texts. Sharing my knowledge here.
Text Embeddings (2/3) - Computation
Did some research and experiments on how to compare texts. Sharing my knowledge here.
Text Embeddings (1/3) - Explanation
Did some research and experiments on how to compare texts. Sharing my knowledge here.
transformers
Webpages Semantic Analysis for Ads Campaigns
Semantic analysis of webpages and browsing history to better understand the interests of a user for showing only relevant Ads
Text Embeddings (3/3) - Conclusion
Did some research and experiments on how to compare texts. Sharing my knowledge here.
Text Embeddings (2/3) - Computation
Did some research and experiments on how to compare texts. Sharing my knowledge here.
Text Embeddings (1/3) - Explanation
Did some research and experiments on how to compare texts. Sharing my knowledge here.
opencv
Object detection for MapHub
Object detection model to detect buildings, coconut palms, etc. in GeoTIFF files
OCR reader for RTS Munity
Real-time OCR reader of different values of teams and players on video streams of League of Legends game
Agender Project
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
Age and Gender Estimation Explained
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
embedding
Text Embeddings (3/3) - Conclusion
Did some research and experiments on how to compare texts. Sharing my knowledge here.
Text Embeddings (2/3) - Computation
Did some research and experiments on how to compare texts. Sharing my knowledge here.
Text Embeddings (1/3) - Explanation
Did some research and experiments on how to compare texts. Sharing my knowledge here.
detection
Object detection for MapHub
Object detection model to detect buildings, coconut palms, etc. in GeoTIFF files
Agender Project
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
Age and Gender Estimation Explained
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
gym
Intraday Project
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
Intraday Project Explained
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
Reinforcement learning
I studied several reinforcement-learning algorithms and implemented them in code from scratch.
reinforcement-learning
Intraday Project
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
Intraday Project Explained
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
Reinforcement learning
I studied several reinforcement-learning algorithms and implemented them in code from scratch.
esports
Analysis of Blockchain Betting Platforms for RTS Munity
Analysis of about 18 past and present blockchain projects, specially designed for making bets
OCR reader for RTS Munity
Real-time OCR reader of different values of teams and players on video streams of League of Legends game
Pre-match prediction models for RTS Munity
Bundle of small models for predictions of different match outcomes for bets on e-sports games
tensorflow
OCR reader for RTS Munity
Real-time OCR reader of different values of teams and players on video streams of League of Legends game
Agender Project
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
Age and Gender Estimation Explained
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
evolution
QGEN Project
This is a project I made trying new approach to find profitable trading strategies. I could not beat the market, but developed Competing Genetic Algorithm th...
Competing Genetic Algorithm Explained
This is a project I made trying new approach to find profitable trading strategies. I could not beat the market, but developed Competing Genetic Algorithm th...
Lets talk about dragons. Seriously.
I propose a way to get real flying dragons using selection, and imagine how to get funds required for this project
aws
Webpages Semantic Analysis for Ads Campaigns
Semantic analysis of webpages and browsing history to better understand the interests of a user for showing only relevant Ads
OCR reader for RTS Munity
Real-time OCR reader of different values of teams and players on video streams of League of Legends game
natural-language-processing
Agrocode Project
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
My Solution to Agro Code Contest
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
classification
Agrocode Project
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
My Solution to Agro Code Contest
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
multi-label
Agrocode Project
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
My Solution to Agro Code Contest
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
catboost
Agrocode Project
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
My Solution to Agro Code Contest
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
transformer
Agrocode Project
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
My Solution to Agro Code Contest
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
numpy
Intraday Project
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
Intraday Project Explained
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
pandas
Intraday Project
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
Intraday Project Explained
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
pyglet
Intraday Project
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
Intraday Project Explained
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
binance
Intraday Project
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
Intraday Project Explained
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
trading
How to improve Martingale trading bots
There are trading bots based on Martingale strategy. I’ve got an idea of how one can reduce risk of losses when running multiple such bots.
Competing Genetic Algorithm Explained
This is a project I made trying new approach to find profitable trading strategies. I could not beat the market, but developed Competing Genetic Algorithm th...
blockchain
Analysis of Blockchain Betting Platforms for RTS Munity
Analysis of about 18 past and present blockchain projects, specially designed for making bets
Fair Bets for Blockchain
First I disclose some problems of existing blockchain betting schemes. Then I propose a new kind of blockchain bets, aimed to solve those problems.
bets
Analysis of Blockchain Betting Platforms for RTS Munity
Analysis of about 18 past and present blockchain projects, specially designed for making bets
Fair Bets for Blockchain
First I disclose some problems of existing blockchain betting schemes. Then I propose a new kind of blockchain bets, aimed to solve those problems.
genetic-algorithm
QGEN Project
This is a project I made trying new approach to find profitable trading strategies. I could not beat the market, but developed Competing Genetic Algorithm th...
Competing Genetic Algorithm Explained
This is a project I made trying new approach to find profitable trading strategies. I could not beat the market, but developed Competing Genetic Algorithm th...
lua
QGEN Project
This is a project I made trying new approach to find profitable trading strategies. I could not beat the market, but developed Competing Genetic Algorithm th...
Competing Genetic Algorithm Explained
This is a project I made trying new approach to find profitable trading strategies. I could not beat the market, but developed Competing Genetic Algorithm th...
haar
Agender Project
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
Age and Gender Estimation Explained
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
face
Agender Project
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
Age and Gender Estimation Explained
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
ads
Introduction to Online Ads Industry
Having completed a ML project in online ads, I obtained some basic knowledge of how this industry works and where it is moving now. Here you can read some re...
yolo
Object detection for MapHub
Object detection model to detect buildings, coconut palms, etc. in GeoTIFF files
docker
Object detection for MapHub
Object detection model to detect buildings, coconut palms, etc. in GeoTIFF files
geotiff
Object detection for MapHub
Object detection model to detect buildings, coconut palms, etc. in GeoTIFF files
cma-es
Reinforcement learning
I studied several reinforcement-learning algorithms and implemented them in code from scratch.
dqn
Reinforcement learning
I studied several reinforcement-learning algorithms and implemented them in code from scratch.
a3c
Reinforcement learning
I studied several reinforcement-learning algorithms and implemented them in code from scratch.
a2c
Reinforcement learning
I studied several reinforcement-learning algorithms and implemented them in code from scratch.
ppo
Reinforcement learning
I studied several reinforcement-learning algorithms and implemented them in code from scratch.
martingale
How to improve Martingale trading bots
There are trading bots based on Martingale strategy. I’ve got an idea of how one can reduce risk of losses when running multiple such bots.
game-theory
Fair Bets for Blockchain
First I disclose some problems of existing blockchain betting schemes. Then I propose a new kind of blockchain bets, aimed to solve those problems.
ocr
OCR reader for RTS Munity
Real-time OCR reader of different values of teams and players on video streams of League of Legends game
r-language
Pre-match prediction models for RTS Munity
Bundle of small models for predictions of different match outcomes for bets on e-sports games
goal
Get yourself a goal in life or fade away
At first I explain that most of the people do not have a goal in life, and it is OK. But then I suggest that having some goal has its advantages.
wine
Get yourself a goal in life or fade away
At first I explain that most of the people do not have a goal in life, and it is OK. But then I suggest that having some goal has its advantages.
dragons
Lets talk about dragons. Seriously.
I propose a way to get real flying dragons using selection, and imagine how to get funds required for this project