louwill's repositories
Machine_Learning_Code_Implementation
Mathematical derivation and pure Python code implementation of machine learning algorithms.
Deep-Learning-Image-Segmentation
A Theory and Practical Guide to Deep Learning Semantic Segmentation
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
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
Python-100-Days
Python - 100天从新手到大师
100-Days-Of-ML-Code
100 Days of ML Coding
awesome-Face_Recognition
papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;
coding-interview-university
A complete computer science study plan to become a software engineer.
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
HackingNeuralNetworks
A small course on exploiting and defending neural networks
lihang-code
《统计学习方法》的代码实现
louwill_stuff
record my python learning road.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
nlp_course
YSDA course in Natural Language Processing
nsfw_data_scrapper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
object_detection_demo
How to train an object detection model easy for free
practicalAI
A practical approach to learning machine learning.
stanford-cs229
🤖 Exercise answers to the problem sets from the 2017 machine learning course cs229 by Andrew Ng at Stanford
TensorFlow-Course
Simple and ready-to-use tutorials for TensorFlow
Tensorflow-in-Action
:cyclone: 《TensorFlow实战》 黄文坚 | 唐源 - 源代码详解
tensorflow-speech-recognition
🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks
the-craft-of-selfteaching
One has no future if one couldn't teach themself.