cpoptic

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

AttentionMask

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

bilm-tf

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

capsule_networks

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

CincyHack2017

used MSFT Kinect facial detection to measure the sentiment of faces at the hackathon and aggregate all attendees' emotional data via JSON. I then did some rudimentary analysis on that data using Python.

CNN-to-detect-heart-disease

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

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

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

cpoptic/machine-learning-for-software-engineers

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

cpoptic/nlp-notebooks

A collection of notebooks for Natural Language Processing from NLP Town

cpoptic/AttentionMask

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

cpoptic/bilm-tf

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

cpoptic/capsule_networks

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

cpoptic/CNN-to-detect-heart-disease

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

cpoptic/cgp-cnn

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

cpoptic/cpoptic

cpoptic/deep_learning_tutorials

deep learning: theory + practice

cpoptic/DenseNet

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

cpoptic/face_recognition

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

cpoptic/finetuningllama3

cpoptic/flair

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

cpoptic/guided-evolutionary-strategies

Guided Evolutionary Strategies

cpoptic/HealthInspectionHTTP

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

cpoptic/hypernet-hypertraining

Code for Stochastic Hyperparameter Optimization through Hypernetworks

cpoptic/jh-kaggle-util

Jeff Heaton's Kaggle Utilities

cpoptic/keras-one-cycle

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

cpoptic/ketch

Ketch is an application delivery framework that facilitates the deployment and management of applications on Kubernetes using a simple command line interface

cpoptic/lightning-hydra-template

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

cpoptic/microblog

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

cpoptic/ml-fastapi-docker-heroku

Deploy ML models with FastAPI, Docker, and Heroku

cpoptic/mmdetection_instance_segmentation_demo

How to train an instance segmentation model with mmdetection

cpoptic/pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

cpoptic/reinforcement_learning

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

cpoptic/segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

cpoptic/tensorpack

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

cpoptic/tutorials

MONAI Tutorials

cpoptic/workshops

A few exercises for use at events.

cpoptic/zenfiles

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