shubham3121

music-generation-using-rnn

The current technological advancements have transformed the way we not only produce, but listen and work with music. In this notebook, we will use Recurrent Neural Networks, to build a character-based model that generates jazz piano notes.

object-detection-using-yolo

The repository contains files to build a object detection model using the yolo pre-trained weights. We have then applied transfer learning to train the model on the Berkley Driving dataset.

DL-3

Exploratory Data Analysis ; Deep Learning 3;

Deep-Learning-Beginner

Wildlife images captured in a field represent a challenging task while classifying animals since they appear with a different pose, cluttered background, different light and climate conditions, different viewpoints, and occlusions. Additionally, animals of different classes look similar. All these challenges necessitate an efficient algorithm for classification. In this challenge, you will be given 19,000 images of 30 different animal species. Given the image of the animal, your task is to predict the probability for every animal class. The animal class with the highest probability means that the image belongs to that animal class.

laymon

A Python based library used to visualise features maps of a neural network.

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

soft-robotic-gripper

This project captures the developement of a soft robotic gripper that exhibits the grasping and release action similar to a human hand using Nickel Titanium coils as actuators.

algorithms

Implementation of various algorithms in Python.

bdd-data

Scripts to use BDD Dataset

blindness-detection

BrainWaves-Machine-Learning-Challenge-2017

Used different supervised learning algorithms with cross-validation to solve the two problems.

Cifar-100-Catech-101

commentator

A Django based comment system.

datasets

detr

End-to-End Object Detection with Transformers

E2GAN

[ECCV 2020]"Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search" By Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang, Olga Fink

easy21

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

multi-agent-emergence-environments

Environment generation code for the paper "Emergent Tool Use From Multi-Agent Autocurricula"

NetworkRegistry

OpenMined

The OpenMined Unity Application

PySyft

Private Deep Learning Client

PySyft-TensorFlow

SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl

rl-easy21

My solutions to Easy21 assignment from RL course by David Silver

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

shubham3121.github.io

Homepage

syft-enclave