zhenfengcao Goto Github PK

followers: 4.0 following: 4.0 repos: 95.0 gists: 1.0

Name: Zhenfeng Cao

Type: User

Bio: Complex systems, Machine Learning, Big data analysis.

Location: USA

Blog: zcao.info

Zhenfeng Cao's Projects

overcoming-catastrophic

Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow

planet

Deep Planning Network: Control from pixels by latent planning with learned dynamics

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

pragmatic_segmenter

Pragmatic Segmenter is a rule-based sentence boundary detection gem that works out-of-the-box across many languages.

prototypical-networks-for-few-shot-learning-pytorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

pytorch_fft

PyTorch wrapper for FFTs

recolor

A small piece of code that recolors an image using the coloring style of another image.

recurrent-visual-attention

A PyTorch Implementation of "Recurrent Models of Visual Attention"

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

rnnlg

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

seq2seq

Sequence to Sequence Learning with Keras

sequence-semantic-embedding

Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.