ashwin-999 Goto Github PK

autoaugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

boost-python-examples

Some examples for the use of boost::python

coco-2017-data-repo

dataset-scripts

scripts to download datasets

deep-learning-papers

Take away from SOTA DL papers

diffusion-models-pytorch

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

docker

dstl-satellite-imagery-feature-detection

Place 18 solution for the Dstl feature detection kaggle challenge https://www.kaggle.com/c/dstl-satellite-imagery-feature-detection

edgeai-yolox

YOLOX-ti-lite models are optimized for deployment on TI edge processors

experimentdata

focalloss

Caffe implementation of FAIR paper "Focal Loss for Dense Object Detection" for SSD.

general-stuff

Reference

grupo-bimbo-inventory-demand

Place 13 solution (Private LB) for the inventory demand forecasting challenge on Kaggle https://www.kaggle.com/c/grupo-bimbo-inventory-demand

hello_tf_c_api

Neural Network TensorFlow C API

leetcode-patterns

A curated list of leetcode questions grouped by their common patterns

llm-applications

A comprehensive guide to building RAG-based LLM applications for production.

llms-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

machine-learning-systems-design

A booklet on machine learning systems design with exercises

mask_rcnn

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

memory-efficient-attention-pytorch

Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

neural-style-painting

Implementing of the "A Neural Algorithm of Artistic Style"

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

object-detection-evaluation

practical_rl

A course in reinforcement learning in the wild

pytorch-caffe

load caffe prototxt and weights directly in pytorch

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_reference

pytorch_tutorial

PyTorch tutorial for PyData Berlin