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frederick's Projects

neuraltalk icon neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

nn_vis icon nn_vis

A project for processing neural networks and rendering to gain insights on the architecture and parameters of a model through a decluttered representation.

opencv icon opencv

Open Source Computer Vision Library

openface icon openface

Face recognition with deep neural networks.

opennmt icon opennmt

Open Source Neural Machine Translation in Torch

opennmt-py icon opennmt-py

Open Source Neural Machine Translation in PyTorch

opennmt-tf icon opennmt-tf

Neural machine translation and sequence learning using TensorFlow

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

parlai icon parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

penrose icon penrose

Create beautiful diagrams just by typing mathematical notation in plain text.

pix2code icon pix2code

pix2code: Generating Code from a Graphical User Interface Screenshot

pix2pix icon pix2pix

Image-to-image translation with conditional adversarial nets

pix2pixhd icon pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

places365 icon places365

The Places365-CNNs for Scene Classification

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

py-findpeaks icon py-findpeaks

Overview of the peaks dectection algorithms available in Python

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pysc2 icon pysc2

StarCraft II Learning Environment

python icon python

All Algorithms implemented in Python

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

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