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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.

matlab-examples

Example code for MatLab

meetups-archivos

Ppts, códigos de las conferencias y videollamadas. Data Science Research Perú, es una iniciativa desarrollada con el objetivo de fomentar Data Science & Inteligencia Artificial en las universidades, empresas y fortalecer la cooperación a nivel nacional e internacional.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml_en_produccion

ml_riskmanagement

Short Course - Applied Machine Learning for Risk Management

ml_securityinformatics

Short Course - Applied Machine Learning for Security Informatics

mlcourse.ai

Open Machine Learning course mlcourse.ai, both in English and Russian

mlcourse.ai-1

mnist-kmeans-from-scratch

MNIST digits kmeans clustering from scratch

multidimensional-lstm-bitcoin-time-series

Using multidimensional LSTM neural networks to create a forecast for Bitcoin price

multidimensional-lstm-bitcoin-time-series-master

Multidimensional LSTM BitCoin Time-Series (master): Using multidimensional LSTM neural networks to create a forecast for Bitcoin price.

mundo-de-spark-en-r

nlp_spanish_sentiment_anaylsis_text_generation

Machine Learning + LSTM Implementation to capture sentiments surrouding the Colombian elections in 2018. Sentiment analysis entirely on Spanish tweets with interesting external data sourcing.

nn-consulting

optimizer-cotw

Response to Siraj Raval's weekly challenge in The Evolution of Gradient Descent video

optml_course

EPFL Course - Optimization for Machine Learning - CS-439

papers-literature-ml-dl-rl-ai

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

papers-we-love

Papers from the computer science community to read and discuss.

pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

pattern-recognition-for-forex-trading

http://pythonprogramming.net/machine-learning-pattern-recognition-algorithmic-forex-stock-trading/

phd-thesis

Repository of my PhD Thesis

pix2pix

Image-to-image translation with conditional adversarial nets

practicalmachinelearningclass

predicting-stock-prices-with-linear-regression-ernestocr

predicting_stock_prices

This is the coding challenge for "Predicting Stock Prices" by @Sirajology on Youtube

predictive-analysis-of-ecb-violations

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

provas-poscomp

Provas e gabaritos da POSCOMP, sem marcação das respostas :books:

psl

The PSL software from the University of Maryland and the University of California Santa Cruz