jainnitk Goto Github PK

awesome_machine_learning_solutions

A curated list of repositories for my book Machine Learning Solutions.

bayesboost

Bayesian Optimization using xgboost and sklearn API

bci-challenge-ner-2015

Code and documentation for the winning solution to the BCI Challenge @ NER 2015 : https://www.kaggle.com/c/inria-bci-challenge

bike_rental_kaggle

black-boxxy

Some experiments into explaining complex black box ensemble predictions.

caffo-coursera

A repository of my Coursera latex code and notes

causalml-lecturenotes

Lecture notes for the Causality in Machine Learning course

colabs

competition-winners

The code for the prize winners in DrivenData competitions.

competitive-data-science

How to Win a Data Science Competition: Learn from Top Kagglers

contests

course-nlp

A Code-First Introduction to NLP course

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cs224u

Code for Stanford CS224u

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

cse515t

Materials for Bayesian Methods in Machine Learning Course

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

data-science-blogs

A curated list of data science blogs

data-science-from-scratch

code for Data Science From Scratch book

data-science-question-answer

A repo for data science related questions and answers

data_analysis

datasci_course_materials

Public repository for course materials for the Spring 2013 session of Introduction to Data Science, an online coursera course.

decmeg2014

Code and documentation for the winning solution to the DecMeg2014 challenge https://www.kaggle.com/c/decoding-the-human-brain

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-roadmap

:satellite: All You Need to Know About Deep Learning - A kick-starter

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deeplearningstars

Top Deep Learning Projects based on their Stars!

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.