creatorcen

2018-iFLYTEK-Marketing-Algorithms-Competition-Finals-Rank1

2018科大讯飞营销算法大赛（冠军方案）

3dv_tutorial

An Invitation to 3D Vision: A Tutorial for Everyone

ACM

ACM模板和一些题目的代码实现

Action_Recog

AdversarialNetsPapers

The classical paper list with code about generative adversarial nets

agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

AI-Learning-Process

Record the learning process.

PaddleGAN

paper_notes-1

[WIP] Note on the research papers I read :squirrel:

segment-py

SRM and efficient graph-based image segmentation algorithms in Python

creatorcen/albumentations

fast image augmentation library and easy to use wrapper around other libraries

creatorcen/AlgorithmsByPython

算法/数据结构/Python/剑指offer/机器学习/leetcode

creatorcen/AnyNet

Anytime Stereo Image Depth Estimation on Mobile Devices (ICRA 2019)

creatorcen/awesome-deep-neuroevolution

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

creatorcen/awesome-knowledge-distillation

Awesome Knowledge Distillation

creatorcen/awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

creatorcen/baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

creatorcen/colosseumrl

UC Irvine multi-agent reinforcement learning framework

creatorcen/competition-baseline

数据科学竞赛各种baseline代码、思路分享

creatorcen/data-science-learning-resources

A collection of machine learning resources that I've found helpful (I only post what I've read!)

creatorcen/dockerlabs

Docker - Beginners | Intermediate | Advanced

creatorcen/Efficient-Segmentation-Networks

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

creatorcen/examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

creatorcen/ext_portrait_segmentation

creatorcen/football

Check out the new game server:

creatorcen/gym

A toolkit for developing and comparing reinforcement learning algorithms.

creatorcen/handong1587.github.io

creatorcen/lstm-attention

Attention-based bidirectional LSTM for Classification Task (ICASSP)

creatorcen/medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

creatorcen/mmdetection

Open MMLab Detection Toolbox and Benchmark

creatorcen/mushroom-rl

Python library for Reinforcement Learning experiments.

creatorcen/NAS-Benchmark

Code for our ICLR2020 paper "NAS evaluation is frustratingly hard"

creatorcen/Python

All Algorithms implemented in Python

creatorcen/python-small-examples

Python有趣的小例子一网打尽。Python基础、Python坑点、Python字符串和正则、Python绘图、Python日期和文件、Web开发、数据科学、机器学习、深度学习、TensorFlow、Pytorch，一切都是简单易懂的小例子。

creatorcen/simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

creatorcen/SNIPER

SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm

creatorcen/spinningup-workspace

Reading notes & PyTorch experiments on OpenAI's "Spinning Up in DRL" tutorial.

creatorcen/tensorflow-yolov3

🔥 pure tensorflow Implement of YOLOv3 with support to train your own dataset

creatorcen/tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

creatorcen/tpu

Reference models and tools for Cloud TPUs.