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100_days_of_ml_code

These are the instructions for "100 Days of ML Code" By Siraj Raval on Youtube

algorithm

一些经典的算法代码

automatic_speech_recognition

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

awesome-hand-pose-estimation

Awesome work on hand pose estimation/tracking

awesome-speech-recognition-speech-synthesis-papers

Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling

crime_analysis_using_h2o_autoencoders

Deep Learning (DL) and Machine Learning (ML) are used to analyze and accurately predict data.Crime prediction not only helps in crime prevention but also enhances public safety. H2O Autoencoders model is deployed into a real-time production environment by converting it into POJO objects using H2O functions Crime Analysis.

ctci-6th-edition

Cracking the Coding Interview 6th Ed. Solutions

deep-learning-models-keras

Keras code and weights files for popular deep learning models.

demo-spring-struts-jetty-maven

elasticsearch-spark-recommender

Use Jupyter Notebooks to demonstrate how to build a Recommender with Apache Spark & Elasticsearch

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

how-to-deploy-a-tensorflow-model-in-production

This is the code for the "How to Deploy a Tensorflow Model in Production" by Siraj Raval on YouTube

how-to-predict-stock-prices-easily-demo

How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube

improved-path-planning-for-ant-colony-algorithm

interviews

Everything you need to know to get the job.

learn_blockchain_in_2_months

This is the code for "Learn Blockchain in 2 Months" by Siraj Raval on Youtube

learn_deep_learning_in_6_weeks

This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube

learn_machine_learning_in_3_months

This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube

learn_math_fast

This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube

linear-regression-sklearn

Multivariate linear regression with sklearn

list_of_recommender_systems

A List of Recommender Systems and Resources

make_a_neural_net_live_demo

This is the code for the "How to Make a Neural Net" live session by @Sirajology on Youtube

make_a_neural_network

This is the code for the "Make a Neural Network" - Intro to Deep Learning #2 by Siraj Raval on Youtube

math-of-machine-learning-course-by-siraj

Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

mlalgorithm

Implmentation some basic machine learning algorithms. All of these algorithms are implemented after taking courses in University of Freiburg and also after taking online courses about the ML algorithms.

notebook

本项目用于存放机器学习与深度学习理论相关的笔记

productionize-machine-learning

Deploy machine learning model as a service in AWS with Flask

pulse-classification-svm

Classification of emotions based on age and pulse rate using Support Vector Machines

python

All Algorithms implemented in Python

pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch