Cpop's repositories
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
nlp-notebooks
A collection of notebooks for Natural Language Processing from NLP Town
AttentionMask
AttentionMask: Attentive, Efficient Object Proposal Generation Focusing on Small Objects (ACCV 2018, accepted as oral)
capsule_networks
This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube
CNN-to-detect-heart-disease
uses a convolutional neural network to identify and assess risk of heart disease
deep_learning_tutorials
deep learning: theory + practice
face_recognition
The world's simplest facial recognition api for Python and the command line
guided-evolutionary-strategies
Guided Evolutionary Strategies
HealthInspectionHTTP
Repository for our teams' playground for HTTP requests to Health Inspection API
hypernet-hypertraining
Code for Stochastic Hyperparameter Optimization through Hypernetworks
jh-kaggle-util
Jeff Heaton's Kaggle Utilities
keras-one-cycle
Implementation of One-Cycle Learning rate policy (adapted from Fast.ai lib)
Keras_tutorial
Just experimenting a bit with Keras to build a classifier
LamaEvents
Lama Events is a calendar application listing events in the near future. The events are detected and selected by a fully automatic procedure in the Dutch Twitter stream.
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
ml-fastapi-docker-heroku
Deploy ML models with FastAPI, Docker, and Heroku
mmdetection_instance_segmentation_demo
How to train an instance segmentation model with mmdetection
pytorch-yolo-v3
A PyTorch implementation of the YOLO v3 object detection algorithm
reinforcement_learning
my working side project to better understand deep reinforcement learning in PyTorch and TensorFlow
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
tutorials
MONAI Tutorials
zenfiles
A repository for all ZenML projects that are specific production use-cases.