Vinay Varma's repositories
AdamW
https://arxiv.org/abs/1711.05101
awesome-deep-learning-papers
The most cited deep learning papers
Deep-learning-library-from-scratch
This is a deep learning library all implemented in numpy.The objective being to improve my personal clarity.This is inspired from joel grus coding madness youtube video.
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Deep-Learning-Projects
This repository is for projects in Deep Learning that I experiment and implement. I use mostly ideas I find on papers posted on arxiv and experiment on those.
discover_feature_relationships
Exploratory code to see if we can learn about feature relationships in a DataFrame using machine learning
easy-tensorflow
Simple and comprehensive tutorials in TensorFlow
eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
flask
The Python micro framework for building web applications.
gcForest
Python implementation of deep forest method : gcForest
interpreting_ml_tuto
Tutorial on interpreting and understanding machine learning models
JAVASCRIPT_BASICS
This is a simple library that adds shows greetings to the users when given their name and optional language..
leveling-up-viz-story
Material for my workshop at PyData Berlin 2018
ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
NapkinML
A tiny lib with pocket-sized implementations of machine learning models in NumPy.
Natural-Language-Processing-Tutorials
Natural Language Processing Tutorials(NLP) with Julia and Python
numpy_exercises
Numpy exercises.
py-bitcoin
比特币的python实现，主要介绍比特币底层技术。如Base58编码、椭圆加密算法、MerkleTree、P2P对等网络、RPC通信、UTXO、虚拟机、DHT、DAG、链上数据的持久化存储等。
python-cookbook
Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.
python_reference
Useful functions, tutorials, and other Python-related things
pytorch-custom-dataset-examples
Some custom dataset examples for PyTorch
pytorch-for-numpy-users
PyTorch for Numpy users.
pytorch-MNIST-CelebA-GAN-DCGAN
Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
React_basics
This repository contains basics of react,redux...
RESEARCH-WORK---AI
some thoughts on recent developments in AI.
RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
talks
Slides and code examples to my talks
world-models-sonic-pytorch
Attempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more work needed