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startupreadings

Reading list for all things startup-related

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

statsmodels

Statsmodels: statistical modeling and econometrics in Python

street-view-house-numbers-svhn-detection-and-classification-using-cnn

A 2-CNN pipeline to do both detection (using bounding box regression) and classification of numbers on SVHN dataset.

subreddit_recommeder_system

sudoku

Can Neural Networks Crack Sudoku?

survival-cnn-estimator

Tutorial on survival analysis using TensorFlow.

swin-transformer-object-detection

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.

t2f

T2F: text to face generation using Deep Learning

tacotron

A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model

tacotron-1

Implementation of Google's Tacotron in TensorFlow

tacotron-2

DeepMind's Tacotron-2 Tensorflow implementation

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-101

TensorFlow Tutorials

tensorflow-1x-deep-learning-cookbook

TensorFlow 1.x Deep Learning Cookbook, published by Packt

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

tensorflow-deep-learning-projects

TensorFlow Deep Learning Projects, published by Packt

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-k8s-azure

Train TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure

tensorflow-object-detection-on-the-raspberry-pi

A tutorial showing how to set up TensorFlow's Object Detection API on the Raspberry Pi

tensorflow-object-detection-tutorial

The purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch

tensorflow-programs-and-tutorials

Implementations of CNNs, RNNs, GANs, etc

tensorflow-segmentation

Semantic image segmentation in Tensorflow

tensorflow-serving-docker-image

Production Ready Docker Container for TensorFlow Serving

tensorflow-serving-example

Example of how to use TensorFlow serving

tensorflow-serving_sidecar

Serve machine learning models using tensorflow serving

tensorflow-tutorial

TensorFlow and Deep Learning Tutorials

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos