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aivanni Goto Github PK

followers: 2.0 following: 1.0 repos: 143.0 gists: 15.0

Type: User

aivanni's Projects

openbot

OpenBot leverages smartphones as brains for low-cost robots. We have designed a small electric vehicle that costs about $50 and serves as a robot body. Our software stack for Android smartphones supports advanced robotics workloads such as person following and real-time autonomous navigation.

pipeline-oriented-analytics

Tutorial demonstrating pipeline-oriented approach in data analytics

pix2pix

Image-to-image translation with conditional adversarial nets

plan2explore

Repository for the paper "Planning to Explore via Self-Supervised World Models"

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pymc3_vs_pystan

Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDyg

pythonnumericaldemos

A collection of Python demos for geostatistical methods.

pytorch-bert-fine-tuning

Fine tuning runner for BERT with pytorch

pytorch-cortexnet

PyTorch implementation of the CortexNet predictive model

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

pytorch-lstm-by-hand

A small and simple tutorial on how to craft a LSTM nn.Module by hand on PyTorch.

pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytorch-seq2seq

An open source framework for seq2seq models in PyTorch.

pytorch_helper_bot

[WIP] a high-level PyTorch helper package

rad

RAD: Reinforcement Learning with Augmented Data

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-in-motion

Code repository for my course on the fundamentals of reinforcement learning

rlkit

Collection of reinforcement learning algorithms

rnn-em

Recurrent Neural Networks with External Memory

s3_bucket_to_bucket_copy_py

Script to copy an AWS S3 Bucket to another bucket using many threads in Python

sac

Implementation of Soft Actor Critic

sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

semi-supervised

Pseudo-code in LaTeX for common proxy-label approaches for semi-supervised learning

sentiment_analysis_deployment

Tutorial on deploying Deep learning on SageMaker

seq2seq

Sequence to Sequence Learning with Keras

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

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