Shivam Saboo

Overcoming-Catastrophic-forgetting-in-Neural-Networks. Elastic weight consolidation technique for incremental learning.

Deep-Restore-PyTorch. Deep CNN for learning image restoration without clean data!

Neural-Scene-Representation-and-Rendering. Generative Query Network for rendering 3D scenes from 2D images

Cryptocurrency-Prediction. LSTM deep learning model for cryptocurrency price prediction!

ManifoldMixup. ManifoldMixup with support for Interpolated Adversarial training

Policy-Gradient-PyTorch. Implementation of vanilla stochaistic (categorical) policy gradient algorithm to play cartpole.

DQN. DQN implemented in keras with Dueling Network and Prioritized Experience Replay

NeuralArithmeticLogicalUnit-NALU. NALU and NAC from recent Deepmind paper in Pytorch with functionality to add it as head to your custom CNN backbone.

GLC. Gold Loss Correction for training neural networks with labels corrupted with severe noise

PySNIP. Single shot neural network pruning before training the model, based on connection sensitivity

Reverse-Segmentation-GAN. Cycle GAN for reverse segmentation of images

YOLO-OBJECT-DETECTION. Real time object detection using the state of the art Deep Learning algorithm, YOLO implemented in Keras

Music-Generator-Deep-Learning-. Let Deep Learning create a new piano masterpiece for you!

Type-Racer. A simple project that calculates typing speed and accuracy!

Know-the-origin-of-your-name. A simple RNN which predicts the origin of your name!

Optimization. Implementation of steepest gradient and conjugate gradient algorithms in numpy

Custom-Convolutions. Convolution is great, but have you tried these?

Traducteur-automatique. French to English translator with state of the art seq-seq attention model similar to Google Translate!

Recurrent-Neural-Network. RNN from scratch using just numpy as dependency

Optimizers. Most commonly used deep learning optimizers from scratch in PyTorch

MyMachine. A large collection of algos, resources and projects for Machine Learning lovers.

Deep-Learning-Tensorflow. Python

WhatsappAandroid. Java

QuoteBot. A quote bot for Android!

pytorch-CycleGAN-and-pix2pix. Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

haiku. The Haiku operating system. (Pull requests will be ignored; patches may be sent to https://dev.haiku-os.org).

Dependency-Parser. Transition based neural parser for determining grammatical semantics in a corpus.