Cpop's repositories

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

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nlp-notebooks

A collection of notebooks for Natural Language Processing from NLP Town

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AttentionMask

AttentionMask: Attentive, Efficient Object Proposal Generation Focusing on Small Objects (ACCV 2018, accepted as oral)

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bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

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capsule_networks

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

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CNN-to-detect-heart-disease

uses a convolutional neural network to identify and assess risk of heart disease

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cgp-cnn

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

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deep_learning_tutorials

deep learning: theory + practice

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DenseNet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

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face_recognition

The world's simplest facial recognition api for Python and the command line

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flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

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guided-evolutionary-strategies

Guided Evolutionary Strategies

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HealthInspectionHTTP

Repository for our teams' playground for HTTP requests to Health Inspection API

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hypernet-hypertraining

Code for Stochastic Hyperparameter Optimization through Hypernetworks

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jh-kaggle-util

Jeff Heaton's Kaggle Utilities

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keras-one-cycle

Implementation of One-Cycle Learning rate policy (adapted from Fast.ai lib)

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Keras_tutorial

Just experimenting a bit with Keras to build a classifier

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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.

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lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

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microblog

A microblogging web application written in Python and Flask that I developed as part of my Flask Mega-Tutorial series.

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ml-fastapi-docker-heroku

Deploy ML models with FastAPI, Docker, and Heroku

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mmdetection_instance_segmentation_demo

How to train an instance segmentation model with mmdetection

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pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

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reinforcement_learning

my working side project to better understand deep reinforcement learning in PyTorch and TensorFlow

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segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

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tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

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tutorials

MONAI Tutorials

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workshops

A few exercises for use at events.

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zenfiles

A repository for all ZenML projects that are specific production use-cases.

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