oftensmile

A-to-Z-Resources-for-Students

Curated list of resources for college students

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

altanalyze

AltAnalyze is a multi-functional and easy-to-use software package for automated single-cell and bulk gene and splicing analyses. Easy-to-use precompiled graphical user-interface versions available from our website.

ArduTouch

==> ARDUTOUCH KITS ARE AVAILABLE at CornfieldElectronics.com <== ArduTouch is an Arduino-compatible music synthesizer kit with a built-in touch keyboard, and with built-in speaker/amplifier. Build it, and it works! Way low cost (currently $30.) It comes pre-programmed with a music synthesizer (called "Thick") that makes really nice sounds and music and noise. Other diverse synthesizers available at CornfieldElectronics.com . An ArduTouch Arduino library is available for programming in more super nice synthesizer features. The ArduTouch Arduino library comes with many way cool example synthesizer sketches that also serve as a tutorial for making your own ArduTouch synthesizers (which are Arduino sketches). For those who want to learn more, the documentation teaches the basics of Digital Signal Processing for audio generation (with more documentation to come)).

awesome-single-cell

List of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

bioagents

Biological reasoning agents

CCMgen

chineseocr_lite

超轻量级中文ocr，支持竖排文字识别, 支持ncnn推理 , psenet(8.5M) + crnn(6.3M) + anglenet(1.5M) 总模型仅17M

common-workflow-language

Repository for the CWL standards. Use https://cwl.discourse.group/ for support 😊

compare_gan

Compare GAN code.

CPA

The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level. CPA performs OOD predictions of unseen combinations of drugs, learns interpretable embeddings, estimates dose-response curves, and provides uncertainty estimates.

Deep-Learning-World

:satellite: Organized Resources for Deep Learning Researchers and Developers

Doc2EDAG

ELF

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

famplex

Resources for grounding biological entities from text and describing their hierarchical relationships.

genomepy

Download genomes the easy way.

goodbooks-10k

Ten thousand books, six million ratings

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

haoel.github.io

indra

INDRA (Integrated Network and Dynamical Reasoning Assembler) is an automated model assembly system interfacing with NLP systems and databases to collect knowledge, and through a process of assembly, produce causal graphs and dynamical models.

leela-zero

Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper.

mogwai

MVision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

nlp_course

YSDA course in Natural Language Processing

numpy-ml

Machine learning, in numpy

Python

All Algorithms implemented in Python

SingleCellAnalysis

Analysis of Single Cell Data

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

stylegan

StyleGAN - Official TensorFlow Implementation

Web-Dev-For-Beginners

24 Lessons, 12 Weeks, Get Started as a Web Developer