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Free resources for learning data science
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 ;)
Coursera, Advanced Machine Learning specialization, course 3: Bayesian Methods for Machine Learning
A game theoretic approach to explain the output of any machine learning model.
PyTorch Tutorial for Deep Learning Researchers
A desktop application for downloading Udemy Courses
A curated list of awesome anomaly detection resources
PyTorch for Deep Learning and Computer Vision Course
Deep learning mechanism to predict the dense optical flow of every pixel given a static image. This approach considers non-semantic form of action prediction that makes it domain independent and m…
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Crime detection in cctv footage using deep learning
After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to k…
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Implementation of Action Recognition using 3D Convnet on UCF-101 dataset.
Cheat Sheets
VIP cheatsheets for Stanford's CS 230 Deep Learning
Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction
pycallgraph is a Python module that creates call graphs for Python programs.
An opinionated list of awesome Python frameworks, libraries, software and resources.
TensorFlow Tutorials with YouTube Videos
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
All Algorithms implemented in Python