6307 Open source projects that are alternatives of or similar to Hitchhikers Guide Machine Learning

📘 Contains a series of hands-on notebooks for learning the fundamentals of NLP

A workshop on data privacy methods for data scientists.

🎓 Educational application of Hidden Markov Model to Autonomous Driving 🚕🚙🚗

Learn advanced data science on real-life, curated problems

Teaching and Learning with Jupyter

Python Teaching, Seminars for 2nd year students of School of Linguistics NRU HSE

Material for the EPFL master course "A Network Tour of Data Science", edition 2017.

Machine Learning Projects and Learning Content

Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities

💿 Free software that works great, and also happens to be open-source Python.

All of the code for my Medium articles

A collection of materials to help you learn about deep learning

📚 The Open Source Education Initiative – a repository with resources for 60+ engineering subjects. Let's make education more open and accessible! 🚀✨

A collection of free teaching material that teaches Computer Science through engaging games and puzzles that use cards, string, crayons and lots of running around.

📚 Various cheatsheets in PDF

Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html

Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"

Template for nbdev projects

A machine learning experiment

瑞金医院MMC人工智能辅助构建知识图谱大赛复赛

资产配置方案

Code for "The Face of Art: Landmark Detection and Geometric Style in Portraits"

Creates a learning-curve plot for Jupyter/Colab notebooks that is updated in real-time.

Train transformer language models with reinforcement learning.

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

Expertiza is a web application through which students can submit and peer-review learning objects (articles, code, web sites, etc). The Expertiza project is supported by the National Science Foundation.

Курс "Прикладные задачи анализа данных" (ВМК, МГУ имени М.В. Ломоносова)

HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).

Adversarial networks in TensorFlow

The source code for "An Actor Critic Algorithm for Structured Prediction"

Chinese Poetry Generation

策略基类/ 支持QIFI协议

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)

Ethereum smart contracts that have been used during successful ICOs

A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"

Introduction to Uncertainty Quantification

This repository contains three ways to obtain arbitrage which are Dual Listing, Options and Statistical Arbitrage. These are projects in collaboration with Optiver and have been peer-reviewed by staff members of Optiver.

numsca is numpy for scala

Kaggle Segmentation Challenge

This repo contains only source code for computer science course.

Notebooks for https://python.quantecon.org

Learn applied deep learning from zero to deployment using TensorFlow 1.8+

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

A Python wrapper for ngrok

Content for architecting a data science platform for products using Luigi, Spark & Flask.

Predicting house prices using Linear Regression and GBR

An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks. Work in progress.

Tensorflow/Keras code and trained models for Episodic Curiosity Through Reachability

⭐️ PyTorch implement of Deeply Supervised Salient Object Detection with Short Connection

Notebook for my medium article about how to use Dataset API in TensorFlow

INTERSPEECH 2019 Tutorial Materials

Tensorflow implementation of Deepminds dqn with double dueling networks

A repository of Pyomo examples.

Code for Recurrent Spatial Transformer Networks

hair segmentation in mobile device

HandySpark - bringing pandas-like capabilities to Spark dataframes

Based on "Image Quilting for Texture Synthesis and Transfer" and "Real-Time Texture Synthesis by Patch-Based Sampling" papers