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100-days-of-ml-code

100 Days of ML Coding

2016-new-coder-survey

aanap

An implementation of AANAP in CVPR 2015 paper.

allroundvisibility

The repo contains both tool to snip a large videos into smaller ones, and auto alignment process to automatically stitch subs videos into a large one

big_data_entity_resolution

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

coin-for-rich

A standalone package to build a database of cryptocurrency prices from Bitfinex, Binance and Bittrex

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

container_detection

Computer vision Object Detection Program to detect and count specific objects (shipping containers) from images and/or videos

darknet

Convolutional Neural Networks

fes

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

instrument-classification

A final project of the course "Advanced Audio Processing" at Tampere Universities.

interview-question-data-science-

learn-machine-learning-in-two-months

Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.

ml-from-scratch

All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.

mlquestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

mypythonservice

A template for creating a well behaved system service for your Python program.

nysse

objectdetection

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

smile_recognition

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

zalo-hit-song-prediction

Hit Song prediction given singer name,composer name, release day, name of the song, the mp3 of the song. The detail of competition here https://challenge.zalo.ai/portal/hit-song. Here is the code and idea for 2nd place position on public and private board