rahulptel

RL-Solutions

Solutions to RL exercises proposed in the git repo by Denny Britz

aobd17

minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

NeuroNER

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

leetcode

mordd

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

BIOBAB

This is the code used in "Branch-and-Bound for Bi-objective Integer Programming" by Sophie N. Parragh and Fabien Tricoire (2019) which can be found at https://doi.org/10.1287/ijoc.2018.0856

CS228_PGM

🌀 Stanford CS 228 - Probabilistic Graphical Models

cs6220

CSML_notes

UCL MSc Computational Statistics and Machine Learning Revision Notes

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

EthereumCasts

Companion repo to an Ethereum/Solidity course on Udemy

examples

TensorFlow examples

gcn

Implementation of Graph Convolutional Networks in TensorFlow

graph_comb_opt

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

keras-attention

Visualizing RNNs using the attention mechanism

leo-anon

Multiobjective Binary Decision Diagrams

neural-combinatorial-rl-pytorch

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

neurosat

NeuroSAT: Learning a SAT Solver from Single-Bit Supervision

nn-dpl

nn-from-scratch

Implementing a Neural Network from Scratch

PySyft

Private Deep Learning Client

rahulptel.github.io

reinforcement-learning-an-introduction

Python implementation for Reinforcement Learning: An Introduction

TensorFlow-Examples

TensorFlow Tutorial and Examples for beginners

tensorflow_examples

Implementation of popular ML algorithms in Tensorflow

vision

Datasets, Transforms and Models specific to Computer Vision