sayakpaul/TF-2.0-Hacks

Contains my explorations of TensorFlow 2.x

Language: Jupyter Notebook - Size: 31 MB - Last synced: 3 months ago - Pushed: almost 2 years ago - Stars: 382 - Forks: 83

sayakpaul/probing-vits

Probing the representations of Vision Transformers.

Language: Jupyter Notebook - Size: 33.3 MB - Last synced: 4 days ago - Pushed: over 1 year ago - Stars: 301 - Forks: 17

sayakpaul/ml-deployment-k8s-fastapi

This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.

Language: Jupyter Notebook - Size: 546 KB - Last synced: 28 days ago - Pushed: almost 2 years ago - Stars: 177 - Forks: 30

sayakpaul/Adventures-in-TensorFlow-Lite

This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.

Language: Jupyter Notebook - Size: 49.1 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 166 - Forks: 33

sayakpaul/Supervised-Contrastive-Learning-in-TensorFlow-2

Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.

Language: Jupyter Notebook - Size: 6.02 MB - Last synced: 6 months ago - Pushed: almost 4 years ago - Stars: 127 - Forks: 22

sayakpaul/MIRNet-TFLite-TRT

TensorFlow Lite models for MIRNet for low-light image enhancement.

Language: Jupyter Notebook - Size: 25.3 MB - Last synced: 6 months ago - Pushed: over 3 years ago - Stars: 124 - Forks: 25

sayakpaul/maxim-tf

Implementation of MAXIM in TensorFlow.

Language: Jupyter Notebook - Size: 11.1 MB - Last synced: 6 months ago - Pushed: 11 months ago - Stars: 116 - Forks: 12

sayakpaul/robustness-vit

Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).

Language: Jupyter Notebook - Size: 4.22 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 113 - Forks: 16

sayakpaul/caption-upsampling

This repository implements the idea of "caption upsampling" from DALL-E 3 with Zephyr-7B and gathers results with SDXL.

Language: Python - Size: 45.9 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 107 - Forks: 3

sayakpaul/SimSiam-TF

Minimal implementation of SimSiam (https://arxiv.org/abs/2011.10566) in TensorFlow 2.

Language: Jupyter Notebook - Size: 2.33 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 97 - Forks: 14

sayakpaul/ConvNeXt-TF

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

Language: Jupyter Notebook - Size: 2.47 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 92 - Forks: 14

sayakpaul/dreambooth-keras

Implementation of DreamBooth in KerasCV and TensorFlow.

Language: Jupyter Notebook - Size: 399 KB - Last synced: 28 days ago - Pushed: over 1 year ago - Stars: 87 - Forks: 15

sayakpaul/SimCLR-in-TensorFlow-2

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

Language: Jupyter Notebook - Size: 91.9 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 82 - Forks: 18

sayakpaul/Adaptive-Gradient-Clipping

Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.

Language: Jupyter Notebook - Size: 146 KB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 77 - Forks: 9

sayakpaul/Grocery-Product-Detection

This repository builds a product detection model to recognize products from grocery shelf images.

Language: Jupyter Notebook - Size: 35.6 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 71 - Forks: 16

sayakpaul/FunMatch-Distillation

TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

Language: Jupyter Notebook - Size: 1.37 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 69 - Forks: 7

sayakpaul/stable-diffusion-keras-ft

Fine-tuning Stable Diffusion using Keras.

Language: Python - Size: 8.66 MB - Last synced: 28 days ago - Pushed: 11 months ago - Stars: 56 - Forks: 8

sayakpaul/Sharpness-Aware-Minimization-TensorFlow

Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.

Language: Jupyter Notebook - Size: 225 KB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 55 - Forks: 10

sayakpaul/cmmd-pytorch

PyTorch implementation of CLIP Maximum Mean Discrepancy (CMMD) for evaluating image generation models.

Language: Python - Size: 657 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 54 - Forks: 2

sayakpaul/MLP-Mixer-CIFAR10

Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.

Language: Jupyter Notebook - Size: 7.03 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 52 - Forks: 7

sayakpaul/ML-Bootcamp-Launchpad

Contains notebooks prepared for ML Bootcamp organized by Google Developers Launchpad.

Language: Jupyter Notebook - Size: 5.13 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 51 - Forks: 12

sayakpaul/robustness-foundation-models

This repository holds code and other relevant files for the NeurIPS 2022 tutorial: Foundational Robustness of Foundation Models.

Language: Jupyter Notebook - Size: 6.48 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 50 - Forks: 4

sayakpaul/Learnable-Image-Resizing

TF 2 implementation Learning to Resize Images for Computer Vision Tasks (https://arxiv.org/abs/2103.09950v1).

Language: Jupyter Notebook - Size: 3.21 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 49 - Forks: 8

sayakpaul/Knowledge-Distillation-in-Keras

Demonstrates knowledge distillation for image-based models in Keras.

Language: Jupyter Notebook - Size: 6.62 MB - Last synced: 12 months ago - Pushed: almost 3 years ago - Stars: 45 - Forks: 16

sayakpaul/PAWS-TF

Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.

Language: Jupyter Notebook - Size: 32.2 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 43 - Forks: 4

sayakpaul/Generalized-ODIN-TF

TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data (https://arxiv.org/abs/2002.11297).

Language: Jupyter Notebook - Size: 511 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 41 - Forks: 5

sayakpaul/swin-transformers-tf

Implementation of Swin Transformers in TensorFlow along with converted pre-trained models, code for off-the-shelf classification and fine-tuning.

Language: Jupyter Notebook - Size: 60.5 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 37 - Forks: 5

sayakpaul/deit-tf

Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.

Language: Jupyter Notebook - Size: 40.4 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 36 - Forks: 7

sayakpaul/A-B-testing-with-Machine-Learning

Implemented an A/B Testing solution with the help of machine learning

Language: Jupyter Notebook - Size: 21 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 36 - Forks: 12

sayakpaul/Barlow-Twins-TF

TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).

Language: Jupyter Notebook - Size: 479 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 36 - Forks: 6

sayakpaul/Benchmarking-and-MLI-experiments-on-the-Adult-dataset

Contains benchmarking and interpretability experiments on the Adult dataset using several libraries

Language: Jupyter Notebook - Size: 869 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 35 - Forks: 12

sayakpaul/Vehicle-Number-Plate-Detection

This project demonstrates the use of TensorFlow Object Detection API to automatically number plates (Indian) from vehicles

Language: Jupyter Notebook - Size: 49.7 MB - Last synced: 18 days ago - Pushed: over 4 years ago - Stars: 35 - Forks: 13

sayakpaul/Spatial-Transformer-Networks-with-Keras

This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.

Language: Jupyter Notebook - Size: 7.2 MB - Last synced: 3 months ago - Pushed: almost 2 years ago - Stars: 34 - Forks: 6

sayakpaul/Dual-Deployments-on-Vertex-AI

Project demonstrating dual model deployment scenarios using Vertex AI (GCP).

Language: Jupyter Notebook - Size: 1.84 MB - Last synced: 28 days ago - Pushed: over 2 years ago - Stars: 34 - Forks: 8

sayakpaul/keras-xla-benchmarks

Presents comprehensive benchmarks of XLA-compatible pre-trained models in Keras.

Language: Jupyter Notebook - Size: 844 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 34 - Forks: 2

sayakpaul/ViT-jax2tf

This repository hosts code for converting the original Vision Transformer models (JAX) to TensorFlow.

Language: Jupyter Notebook - Size: 651 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 33 - Forks: 6

sayakpaul/Breast-Cancer-Detection-using-Deep-Learning

Experiments to show the usage of deep learning to detect breast cancer from breast histopathology images

Language: Jupyter Notebook - Size: 46.8 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 31 - Forks: 28

sayakpaul/par-cvpr-21 Fork of dipanjanS/adversarial-learning-robustness

Contains notebooks for the PAR tutorial at CVPR 2021.

Language: Jupyter Notebook - Size: 83.2 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 31 - Forks: 10

sayakpaul/deploy-hf-tf-vision-models

This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.

Language: Jupyter Notebook - Size: 867 KB - Last synced: 28 days ago - Pushed: over 1 year ago - Stars: 29 - Forks: 2

sayakpaul/E2E-Object-Detection-in-TFLite

This repository shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the optimized model.

Language: Jupyter Notebook - Size: 13.4 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 28 - Forks: 8

sayakpaul/single-video-curation-svd

Educational repository for applying the main video data curation techniques presented in the Stable Video Diffusion paper.

Language: Jupyter Notebook - Size: 669 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 26 - Forks: 5

sayakpaul/A-Barebones-Image-Retrieval-System

This project presents a simple framework to retrieve images similar to a query image.

Language: Jupyter Notebook - Size: 25.2 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 25 - Forks: 3

sayakpaul/Training-BatchNorm-and-Only-BatchNorm

Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.

Language: Jupyter Notebook - Size: 3 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 24 - Forks: 4

sayakpaul/portfolio

Personal site of Sayak Paul. Deployed here 👉

Language: Jupyter Notebook - Size: 99.2 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 23 - Forks: 15

sayakpaul/Blood-Cell-Detection-using-TFOD-API

This project demonstrates the use of TensorFlow Object Detection API (along with GCP ML Engine) to automatically detect Red Blood Cells (RBCs), White Blood Cells (WBCs), and Platelets in each image taken via microscopic image readings

Language: Jupyter Notebook - Size: 91.9 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 22 - Forks: 8

sayakpaul/ml-bootcamp-india-2022

Contains materials from the facilitation sessions conducted for the ML Bootcamp India (2022) organized by Google DevRel team.

Language: Jupyter Notebook - Size: 6.53 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 22 - Forks: 3

sayakpaul/BERT-for-Mobile

Compares the DistilBERT and MobileBERT architectures for mobile deployments.

Language: Jupyter Notebook - Size: 414 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 21 - Forks: 4

sayakpaul/big_vision_experiments

Contains my experiments with the `big_vision` repo to train ViTs on ImageNet-1k.

Language: Jupyter Notebook - Size: 240 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 20 - Forks: 1

sayakpaul/Denoised-Smoothing-TF

Minimal implementation of Denoised Smoothing (https://arxiv.org/abs/2003.01908) in TensorFlow.

Language: Jupyter Notebook - Size: 12.8 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 20 - Forks: 1

sayakpaul/hf-codegen

A repository of Python scripts to scrape code contents of the public repositories of `huggingface`.

Language: Python - Size: 45.9 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 19 - Forks: 4

sayakpaul/Global-Wheat-Detection

Showcases the use of deep learning to detect wheat heads from crops. The project is based on: https://www.kaggle.com/c/global-wheat-detection.

Language: Jupyter Notebook - Size: 17.2 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 18 - Forks: 11

sayakpaul/CI-CD-for-Model-Training

This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.

Language: Jupyter Notebook - Size: 716 KB - Last synced: 28 days ago - Pushed: over 2 years ago - Stars: 18 - Forks: 6

sayakpaul/Distributed-Training-in-TensorFlow-2-with-AI-Platform

Contains code to demonstrate distributed training in TensorFlow 2 with AI Platform and custom Docker contains.

Language: Python - Size: 51.8 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 17 - Forks: 1

sayakpaul/FloydHub-Anomaly-Detection-Blog

Contains the thorough experiments made for a FloydHub article on Anomaly Detection

Language: Jupyter Notebook - Size: 184 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 15 - Forks: 22

sayakpaul/Phishing-Websites-Detection

Experiments to detect phishing websites using neural networks

Language: Jupyter Notebook - Size: 6 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 15 - Forks: 11

sayakpaul/count-tokens-hf-datasets

This project shows how to derive the total number of training tokens from a large text dataset from 🤗 datasets with Apache Beam and Dataflow.

Language: Python - Size: 19.5 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 15 - Forks: 1

sayakpaul/MLPMixer-jax2tf

This repository hosts code for converting the original MLP Mixer models (JAX) to TensorFlow.

Language: Jupyter Notebook - Size: 1.24 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 13 - Forks: 1

sayakpaul/BiT-jax2tf

This repository hosts the code to port NumPy model weights of BiT-ResNets to TensorFlow SavedModel format.

Language: Jupyter Notebook - Size: 14.6 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 13 - Forks: 2

sayakpaul/Malaria-Detection-with-Deep-Learning

Deep learning based solution to automatically analyze medical images for malaria testing

Language: Jupyter Notebook - Size: 38.3 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 13 - Forks: 8

sayakpaul/Parkinson-s-Disease-Classifier

Deep learning experiments to design a model to predict Parkinson's diseases with the images of Spiral/Wave test

Language: Jupyter Notebook - Size: 139 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 13 - Forks: 6

sayakpaul/NALU

Neural Arithmetic Logic Units by Trask et al.

Language: Jupyter Notebook - Size: 14.6 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 12 - Forks: 0

sayakpaul/Mixed-Precision-Training-in-tf.keras-2.0

This repository contains notebooks showing how to perform mixed precision training in tf.keras 2.0

Language: Jupyter Notebook - Size: 77.9 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 12 - Forks: 1

sayakpaul/Generating-categories-from-arXiv-paper-titles

This project takes the arXiv dataset and builds an automatic tag classifier from the arXiv article/paper titles

Language: Jupyter Notebook - Size: 28.2 MB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 12 - Forks: 4

sayakpaul/Handwriting-Recognizer-in-Keras

This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.

Language: Jupyter Notebook - Size: 1.76 MB - Last synced: 12 months ago - Pushed: almost 3 years ago - Stars: 12 - Forks: 1

sayakpaul/Adversarial-Examples-in-Deep-Learning

Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).

Language: Jupyter Notebook - Size: 62 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 12 - Forks: 3

sayakpaul/EvoNorms-in-TensorFlow-2

Implements EvoNorms B0 and S0 as proposed in Evolving Normalization-Activation Layers.

Language: Jupyter Notebook - Size: 132 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 11 - Forks: 2

sayakpaul/FloydHub-Q-Learning-Blog

Contains the Jupyter Notebook made for a FloydHub article on Q-Learning

Language: Jupyter Notebook - Size: 14.6 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 11 - Forks: 16

sayakpaul/instruct-pix2pix-dataset

This repository provides utilities to a minimal dataset for InstructPix2Pix like training for Diffusion models.

Language: Python - Size: 16.6 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 10 - Forks: 1

sayakpaul/Emotion-Detection-using-Deep-Learning

This project demonstrates the use of Deep Learning to detect emotion (sad, angry, happy etc) from the images of faces.

Language: Jupyter Notebook - Size: 238 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 10 - Forks: 2

sayakpaul/parameter-ensemble-differential-evolution

Shows how to do parameter ensembling using differential evolution.

Language: Jupyter Notebook - Size: 19.5 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 10 - Forks: 1

sayakpaul/keras-convnext-conversion

ConvNeXt conversion code for PT to TF along with evaluation code on ImageNet-1k val.

Language: Python - Size: 82 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 10 - Forks: 3

sayakpaul/Action-Recognition-in-TensorFlow

Contains additional materials for two keras.io blog posts.

Language: Jupyter Notebook - Size: 19.6 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 10 - Forks: 3

sayakpaul/AdaMatch-TF

Includes additional materials for the following keras.io blog post.

Language: Jupyter Notebook - Size: 1.07 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 10 - Forks: 5

sayakpaul/Revisiting-Pooling-in-CNNs

Implements RNNPool and SoftPool for CNNs.

Language: Jupyter Notebook - Size: 955 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 10 - Forks: 1

sayakpaul/TalksGiven

Contains the deck of my talks given at different developer meet-ups and conferences.

Size: 29.1 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 9 - Forks: 1

sayakpaul/Transfer-Learning-with-CIFAR10

Leveraging Transfer Learning on the classic CIFAR-10 dataset by using the weights from a pre-trained VGG-16 model.

Language: Jupyter Notebook - Size: 203 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 9 - Forks: 7

sayakpaul/GCP-ML-API-Demos

Contains Colab Notebooks show cool use-cases of different GCP ML APIs.

Language: Jupyter Notebook - Size: 1.95 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 9 - Forks: 1

sayakpaul/cait-tf

Implementation of CaiT models in TensorFlow and ImageNet-1k checkpoints. Includes code for inference and fine-tuning.

Language: Jupyter Notebook - Size: 2.49 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 9 - Forks: 2

sayakpaul/Multimodal-Entailment-Baseline

This repository shows how to implement a basic model for multimodal entailment.

Language: Jupyter Notebook - Size: 3.17 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 8 - Forks: 4

sayakpaul/DockerML

Contains my explorations of using Docker to automate ML workflows.

Language: Python - Size: 27.3 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 8 - Forks: 1

sayakpaul/tf.keras-Distributed-Training

Shows how to use MirroredStrategy to distribute training workloads when using the regular fit and compile paradigm in tf.keras.

Language: Jupyter Notebook - Size: 2.26 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 7 - Forks: 5

sayakpaul/Analytics-Vidhya-Game-of-Deep-Learning-Hackathon

Contains my experiments for the Game of Deep Learning Hackathon conducted by Analytics Vidhya

Language: Jupyter Notebook - Size: 83.9 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 7 - Forks: 1

sayakpaul/vision-transformers-tf

A non-exhaustive collection of vision transformer models implemented in TensorFlow.

Size: 6.84 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 7 - Forks: 1

sayakpaul/xla-benchmark-sd

Provides code to serialize the different models involved in Stable Diffusion as SavedModels and to compile them with XLA.

Language: Python - Size: 27.3 KB - Last synced: 28 days ago - Pushed: about 1 year ago - Stars: 7 - Forks: 3

sayakpaul/instructpix2pix-sdxl

Training InstructPi2Pix with SDXL.

Language: Python - Size: 271 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 6 - Forks: 1

sayakpaul/model-soups-text-classification

Shows an implementation of model soups (https://arxiv.org/abs/2203.05482) for text classification models.

Language: Jupyter Notebook - Size: 119 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 1

sayakpaul/Manning-Phishing-Websites-Detection

Starter repository for Manning LP: Use Machine Learning to Detect Phishing Websites

Size: 78.1 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 5 - Forks: 18

sayakpaul/Data-Science-Tweets-Analysis

Byte sized analysis of Data Science Tweets

Language: Jupyter Notebook - Size: 138 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 5 - Forks: 5

sayakpaul/Data-Pipelines-with-TensorFlow-Data-Services-Exercises

This repository contains the exercise notebooks for the Data Pipelines with TensorFlow Data Services (Coursera) course.

Language: Jupyter Notebook - Size: 34.2 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 5 - Forks: 6

sayakpaul/wine Fork of elleobrien/wine

A test repository to demonstrate wandb integration with GitHub Actions for automatic metric reporting for ML models.

Language: Python - Size: 165 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 5 - Forks: 5

sayakpaul/Reproducibility-in-tf.keras-with-wandb

Contains code for my model reproducibility experiments. Report attached.

Language: Jupyter Notebook - Size: 46.4 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 1

sayakpaul/Applied-Data-Science-w-Python-Specialization

Contains my assignments, guiding notebooks (provided as the course materials) and the datasets.

Language: Jupyter Notebook - Size: 7.27 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 5 - Forks: 0

sayakpaul/personal-coding-assistant

Shows how to create a personal coding assistant by fine-tuning StarCoder on a custom code corpus.

Language: Jupyter Notebook - Size: 143 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 4 - Forks: 1

sayakpaul/depth_estimation_trainer

Scripts to fine-tune a depth estimation model.

Language: Python - Size: 73.2 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 1

sayakpaul/Generating-Word-Cloud-from-DataCamp-Project-Descriptions

Generating a word cloud from the descriptions of the live [DataCamp Projects](https://datacamp.com/projects/).

Language: Jupyter Notebook - Size: 706 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 4 - Forks: 0

sayakpaul/GDE-Collaboration

Contains the modelling and deployment scripts done for a collaboration project (Dataset: FashionMNIST)

Language: Jupyter Notebook - Size: 1.05 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

sayakpaul/Age-Detection-of-Indian-Actors

The repository contains my experiments for a Hackathon problem by Analytics Vidhya

Language: Jupyter Notebook - Size: 56.8 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 4 - Forks: 0

sayakpaul/mlplanner

Contains data, notebooks and other files of FloydHub's mini-series on machine learning project structuring, model debugging, various tips and tricks and more

Language: Jupyter Notebook - Size: 30.3 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 4 - Forks: 0

sayakpaul/tSNE-on-NSL_KDD

Language: Jupyter Notebook - Size: 440 KB - Last synced: about 1 year ago - Pushed: over 7 years ago - Stars: 4 - Forks: 0

sayakpaul/Reviews-Classifier-Heroku-Deployment Fork of rctatman/minimal_flask_example_heroku

Contains my experiments to build a Zomato reviews' sentiment classifier

Language: Jupyter Notebook - Size: 13.1 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 4 - Forks: 2