TianDaiying's repositories
ascii_art
Real-Time ASCII Art Rendering Library
awesome-awesomeness
A curated list of awesome awesomeness
awesome-elasticsearch
A curated list of the most important and useful resources about elasticsearch: articles, videos, blogs, tips and tricks, use cases. All about Elasticsearch!
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
carla
Open-source simulator for autonomous driving research.
Chainer_Realtime_Multi-Person_Pose_Estimation
Chainer version of Realtime Multi-Person Pose Estiamtion
conversation-tensorflow
A neural chatbot using sequence to sequence model with attentional decoder implements by Tensorflow 1.4 version (Estimator, Experiment, Dataset)
DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
distributional-dqn
Implementation of 'A Distributional Perspective on Reinforcement Learning' based on OpenAi baselines
DRL-AutonomousVehicles
Autonomous vehicle navigation based on Deep Reinforcement Learning
frugally-deep
Header-only library for using Keras models in C++.
keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
libvips
A fast image processing library with low memory needs.
manim
Animation engine for explanatory math videos
marian
Fast Neural Machine Translation in C++
MazeGenerator
Python scripts for generating and solving random solvable mazes using the depth-first search and recursive backtracking algorithms.
multi-class-text-classification-cnn-rnn
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
Multitask-and-Transfer-Learning
Benchmark and build RL architectures that can do multitask and transfer learning.
networkx
Official NetworkX source code repository.
NeuralKart
A Real-time Mario Kart AI using CNNs, Offline Search, and DAGGER
pynlp
A pythonic wrapper for Stanford CoreNLP. (under development)
pysc2
StarCraft II Learning Environment
schedule
Python job scheduling for humans.
Self-Driving-Car-AI
A simple self-driving car AI python script using the deep Q-learning algorithm
sling
SLING - A natural language frame semantics parser
structured
code for Learning Structured Text Representations
tensorflow
Computation using data flow graphs for scalable machine learning
VQ-VAE
VQ-VAE implementation / pytorch
welcome_tutorials
Various tutorials given for welcoming new students at MILA.