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Name: Dr. Mingming Guo
Type: User
Bio: Data & ML Scientist - AI, NLP and Personalization/Recommendations
Dr. Mingming Guo's Projects
deep-learning-for-tracking-and-detection
Collection of papers and other resources for object tracking and detection using deep learning
deep-learning-papers-reading-roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
deep-learning-tricks
Enumerate diverse machine learning training tricks.
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
deep-trading
Algorithmic trading with deep learning experiments
deep_learning_summer_school
Deep learning summer school site for machine learners
deeplearning.ai-summary
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.
deepnlp-models-pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
deeprl
Modularized Implementation of Deep RL Algorithms in PyTorch
deeprl-agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
densenet
Densely Connected Convolutional Networks, In CVPR 2017 (oral presentation).
detect_hacking_behavior_from_network_data
Create a program that examines log data of net flow traffic, and detects the hacking behavior on a server.
dl4nlp
Deep Learning for NLP resources
ds30
Data Science in 30 Minutes
effectivetensorflow
TensorFlow tutorials and best practices.
energy_power_forecasting_project
This project is to build and train ML/DL models for energy power demand forecasting
every-programmer-should-know
A collection of (mostly) technical things every software developer should know
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
face-alignment
:fire: 2D and 3D Face alignment library build using pytorch
face_recognition
The world's simplest facial recognition api for Python and the command line
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
fastai
The fast.ai deep learning library, lessons, and tutorials
fasttext
Library for fast text representation and classification.
federated
A framework for implementing federated learning
flink
Mirror of Apache Flink
gnnpapers
Must-read papers on graph neural networks (GNN)
google-python-class
Google Python Exercises are Awesome
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
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.
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