w140601's repositories
smote_variants
A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features
aaveFlashLoan
1st Place 🏆 in the Gitcoin Web3 World Aave Hackathon. A bot that does arbitrage between two Uniswap exchanges using an Aave Flashloan as the capital for initial trade. Got a nice write up from the Aave team - https://medium.com/aave/gitcoin-x-aave-hackathon-recap-f61d24af2cb
coursera-Advanced-Machine-Learning-specialization
Repo for coursera specialization Advanced Machine Learning by Higher School of Economics
python-binance
Binance API python implementation
feature-selector
Development and implementation of the feature selector
models
Models and examples built with TensorFlow
blockchain-for-software-engineers
A curated list of resources for blockchain engineers
forest-confidence-interval
Confidence intervals for scikit-learn forest algorithms
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
FBSNNs
Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations
FluidNet
Accelerating Eulerian Fluid Simulation With Convolutional Networks
PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
steam-recommendations
Recommending games to Steam users 🎮
three-games
Game recommendation system using Steam API
DeepBSDE
Deep BSDE solver in TensorFlow
Data-Wrangling-of-WeRateDogs-Tweet-Archive
Gathered data from URL and twitter API, assessed and cleaned data in Python
scholar.py
A parser for Google Scholar, written in Python
pytrader
cryptocurrency trading robot
twitter-sentiment-analysis
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
elsapy
A Python module for use with Elsevier's APIs: Scopus, ScienceDirect, others.
coehpc
Short Courses
google-scholar-crawler
A crawler to crawl google scholar search page
learn-citrination
Training materials
phase-field-crystal-mpi
Phase-field crystal solidification simulation code
cs231n
CS231n Convolutional Neural Networks for Visual Recognition (winter 2016) - Assignments
coding-challenge
Challenge for Insight Data Engineering
Markov-Chain-Monte-Carlo-on-GPU
This is a Markov chain Monte Carlo simulation implementation on hard-sphere-particle systems.