Akash (hsakas)

hsakas

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Location:London

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Akash's starred repositories

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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python-fire

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

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fastai

The fastai deep learning library

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handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

jupyter-themes

Custom Jupyter Notebook Themes

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

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pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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awesome-rl

Reinforcement learning resources curated

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

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imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

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darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

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skorch

A scikit-learn compatible neural network library that wraps PyTorch

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Augmentor

Image augmentation library in Python for machine learning.

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practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

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deepframeworks

Evaluation of Deep Learning Frameworks

nitrain

The easiest way to train AI models on medical images with pytorch or keras

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keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

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pytorch-seq2seq

An open source framework for seq2seq models in PyTorch.

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welcome_tutorials

Various tutorials given for welcoming new students at MILA.

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Seq2Seq-PyTorch

Sequence to Sequence Models with PyTorch

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Autoencoders

Torch implementations of various types of autoencoders

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A-Collection-of-important-tasks-in-pytorch

Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!

chainermn

ChainerMN: Scalable distributed deep learning with Chainer

MSTAR_tensorflow

Tensorflow Project to Classify MSTAR image chips

keras_gpyopt

Using Bayesian Optimization to optimize hyper parameter in Keras-made neural network model.

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VGG16-Model-Transfer-Learning

Transfer learning using tensorflow VGG16 image classification model