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10-steps-to-become-a-data-scientist

📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

2018-cs109a

Repository for CS109A Fall 2018

algs4

Algorithms, 4th edition textbook code and libraries

bnt

Bayes Net Toolbox for Matlab

caffe

Caffe: a fast open framework for deep learning.

ccvl

coding-interview-university

A complete computer science study plan to become a software engineer.

cognitive-services-quickstart-code

Code Examples used by the Quickstarts in the Cognitive Services Documentation

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

conceptnet5

Code for building ConceptNet from raw data.

course-v3

The 3rd edition of course.fast.ai

cs344

Introduction to Parallel Programming class code

deep-learning

personal practice（个人练习，实现了深度学习中的一些算法，包括：四种初始化方法（zero initialize, random initialize, xavier initialize, he initialize），深度神经网络，正则化，dropout， 三种梯度下降方法(BGD, SGD, mini-batch)，六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam)，梯度检验、batch normalization）、RNN

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-residual-networks

Deep Residual Learning for Image Recognition

deepdream

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deepsentiment

Apply deep learning to sentiment analysis.

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

example-models

Example models for Stan

examples

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

fast-rcnn

Fast R-CNN

fastai

The fast.ai deep learning library, lessons, and tutorials

fcnn-dtt

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gensegnet

Generative ConvNet for Image Segmentation

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hexo-theme-still

A minimal, pure colored hexo theme.

jetbot

An educational AI robot based on NVIDIA Jetson Nano.

keras-gan

Keras implementations of Generative Adversarial Networks.