Pinned Repositories
aistart2021
aistart2022
AI Jump-start 2022
d2l-en
Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface.
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
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.
handson-ml2
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.
handson-ml3
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.
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
PyMLSlides
Slides for my machine learning course based on Sebastian Raschka's Python Machine Learning book
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
peterleong's Repositories
peterleong/ML-Playground
A Playground for machine learning techniques
peterleong/flask_chatbot
Chatbot using Flask, Pusher and Dialogflow
peterleong/python-data-analytics-2e
Source Code for 'Python Data Analytics, 2nd Edition' by Fabio Nelli
peterleong/Essential-Math-for-Data-Analysis
Learn the essentials of math for data analysis using Excel Online - Part of the Data Analyst Microsoft Professional Program
peterleong/applied-natural-language-processing-w-python
Source Code for 'Applied Natural Language Processing with Python' by Taweh Beysolow II
peterleong/deep-learning-w-azure
Deep Learning with Azure by Mathew Salvaris, Danielle Dean, Wee Hyong Tok
peterleong/keras-js
Run Keras models in the browser, with GPU support using WebGL
peterleong/ml4a-demos
demos for ML in the browser
peterleong/neural-networks-in-unity
Source Code for 'Neural Networks in Unity' by Abhishek Nandy and Manisha Biswas
peterleong/LSTMVis
Visualization Toolbox for Long Short Term Memory networks (LSTMs)
peterleong/pro-machine-learning-algorithms
Source Code for 'Pro Machine Learning Algorithms' by Kishore Ayyadevara
peterleong/Neural-Network-Design
Notes and exercises related to the text book Neural Network Design by Martin T. Hagan, Howard B. Demuth, Mark Hudson Beale, and Orlando De Jesus.
peterleong/deep-learning-for-natural-language-processing
Source Code for 'Deep Learning for Natural Language Processing' by Palash Goyal, Sumit Pandey and Karan Jain
peterleong/PyMLSlides
Slides for my machine learning course based on Sebastian Raschka's Python Machine Learning book
peterleong/Prac-Artif-Intel-Machine-Learning-Bots-Agnt-Sols-Using-C-s
Source code for 'Practical Artificial Intelligence: Machine Learning, Bots, and Agent Solutions Using C#' by Arnaldo Pérez Castaño
peterleong/Deep-Learning-Apps-Using-Python
Source Code for 'Deep Learning with Applications Using Python' by Navin Kumar Manaswi
peterleong/data-science-fund-for-python-and-mongodb
Source code for ' Data Science Fundamentals for Python and MongoDB' by David Paper
peterleong/char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
peterleong/book-resources
peterleong/fulfillment-translate-python
peterleong/Speech-Recognition
Hosted files for DEV287x-Speech Recognition Systems
peterleong/learn-data-analysis-w-python
Source code for 'Learn Data Analysis with Python; by A.J. Henley and Dave Wolf
peterleong/deep-learning-w-python
Source code for 'Deep Learning with Python' by Nikhil Ketkar
peterleong/practical-python-ai-projects
Source code for 'Practical Python AI Projects' by Serge Kruk
peterleong/openai_lab
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
peterleong/data-mining-algorithms-cpp
Source Code for Data Mining Algorithms in C++ by Timothy Masters
peterleong/Data-Science-Professional-Project
peterleong/intropython
Introduction to Python text data files for use in examples and assignments
peterleong/DataViz-with-Seaborn
peterleong/docker-for-data-science
Source code for 'Docker for Data Science' by Joshua Cook