Pinned Repositories
allstate_capstone
Allstate Kaggle Competition ML Capstone Project
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
foundations_for_deep_learning
Building a foundation for deep learning with mathematics and neuroscience
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
kartaslov
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
pandas_exercises
Practice your pandas skills!
Practical_RL
A course in reinforcement learning in the wild
python-threadpool-with-priorities
Thread pool with priorities written in python
YehudaItkin's Repositories
YehudaItkin/foundations_for_deep_learning
Building a foundation for deep learning with mathematics and neuroscience
YehudaItkin/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
YehudaItkin/kartaslov
YehudaItkin/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
YehudaItkin/pandas_exercises
Practice your pandas skills!
YehudaItkin/Practical_RL
A course in reinforcement learning in the wild
YehudaItkin/atary_dqn
YehudaItkin/Awesome-Deep-Learning-Resources
Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully.
YehudaItkin/awesome-deep-vision
A curated list of deep learning resources for computer vision
YehudaItkin/awesome-object-proposals
A curated list of object proposals resources for object detection
YehudaItkin/awesome-random-forest
Random Forest - a curated list of resources regarding random forest
YehudaItkin/awesome-rl
Reinforcement learning resources curated
YehudaItkin/awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
YehudaItkin/awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
YehudaItkin/contest02_carplates
YehudaItkin/deep-learning-traffic-lights
Code and files of the deep learning model used to win the Nexar Traffic Light Recognition challenge
YehudaItkin/deep-ml-meetups
A central repository for all my projects
YehudaItkin/deep-review
A collaboratively written review paper on deep learning, genomics, and precision medicine
YehudaItkin/EffectiveTensorflow
TensorFlow tutorials and best practices.
YehudaItkin/jupyter
Jupyter metapackage for installation, docs and chat
YehudaItkin/MADE
Seminars code for MADE Academy "Basic Deep Learning" and "Computer Vision" courses.
YehudaItkin/models
Models and examples built with TensorFlow
YehudaItkin/molformerTDA
YehudaItkin/nikolenko_hw3
YehudaItkin/pytorch_template
Template for pytorch projects. Stabs for functions
YehudaItkin/readingbricks
A structured collection of tagged notes about machine learning theory and practice endowed with search infrastructure that allows users to read necessary info only.
YehudaItkin/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
YehudaItkin/RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
YehudaItkin/sampleproject
A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"
YehudaItkin/Statistics-lectures
:mortar_board: Lectures on mathematical statistics, conducted at CAU in Kiel, Germany (2015).