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artificial-intelligence-and-machine-learning

Algorithm implementations and homework solutions for the Stanford's online courses

artificial-nanodegree-projects

Code repository for my Udacity AI nanodegree projects

audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

audio-content-analysis

awesome-python

A curated list of awesome Python frameworks, libraries and software.

chord-recognition

Chord recognition in songs using Viterbi algorithm - Wrote a Python code which takes any audio file and converts it into a chromogram. It then computes the distance matrix between features and template, further applying Viterbi algorithm to generate corresponding chords.

coursera

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

distrubuted_computing

dotfiles

dot. files.

extract-news-summary

Pure python script that takes user query and summarizes news related to it.

fuzzywuzzy

Fuzzy String Matching in Python

hnreader-sublime

HackerNews reader for Sublime Text 3

instrument-classification

Python code to calculate the Mel-frequency Cepstral coefficients (MFCC) and used K-Nearest neighbor comparing with the training set to classify into corresponding instruments.

json-csv_converter

knn_matlab

learningml

my first code in ML using MATLAB

logchecker

Program to check the check the logs and find the errors using word matching and regular expressions

machine-learning-interview

Minimum Viable Study Plan for Machine Learning Interviews from FAAG, Snapchat, LinkedIn.

machine-learning-module

the best machine learning tutorials on the web

machine-learning-notes

LaTeX notes for the Stanford University Machine Learning Course on Coursera

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

mapreduce_programming

mido

MIDI Objects for Python

ml-system-design-pattern

System design patterns for machine learning

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

notebooks

Some sample IPython notebooks for scikit-learn

onlinelda

papers-literature-ml-dl-rl-ai

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

perl_sample_codes