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Training Devanagari Language Models on TPU using Hugging Face and PyTorch

Darshan Deshpande

Mar 26

Intermediate, NLP, Language Understanding, HuggingFace, PyTorch, Experiment, Research, DistilBERT, Plots

Reformer: The Efficient Transformer

Morgan, Hallvar Gisnås, Arto, tyoc213, Priyank, Sheik Mohamed Imran, Dean P

Mar 24

Intermediate, NLP, fastai, Research, Github, Panels, Plots, TinyShakespeare, RC

What's the Optimal Batch Size to Train a Neural Network?

Mar 23

Beginner, Domain Agnostic, Tutorial, Panels, Plots, Sweeps

Exploring Adaptive Gradient Clipping and NFNets

Mar 18

Intermediate, Computer Vision, Object Detection, Research, NFNet, ResNet, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, Normalization

Indoor Navigation: Complete Data Understanding

Andrada Olteanu

Mar 17

Beginner, Computer Vision, Tutorial, Github, Panels, Plots, Slider, Kaggle

Automating Animations with the Help of Robust In-Betweening

Mar 16

Intermediate, Computer Vision, Research, RTN, Panels, Plots, LaFAN1

Predicting Diabetes Mellitus

Andrada Olteanu

Mar 15

Intermediate, Tabular, Tutorial, Panels, Plots, Kaggle, Health Care

Examples of Early Stopping in HuggingFace Transformers

Feb 19

Intermediate, NLP, HuggingFace, Keras, PyTorch, Plots, Early Stopping

Enriching Word Vectors with Sub-word Information

Devjyoti Chakraborty, Aritra Roy Gosthipaty

Feb 17

Beginner, NLP, Language Understanding, Keras, Research, Github, Panels, Plots

Generating and Interpolating Music Snippets with MusicVAE

Feb 12

Intermediate, Audio, Music Generation, Experiment, MusicVAE, Panels, Plots

Intro to Meta-Learning

Stacey Svetlichnaya

Feb 08

Intermediate, Domain Agnostic, Research, Panels, Plots, ImageNet

Sequence to Sequence Learning with Neural Networks

Aritra Roy Gosthipaty

Feb 03

Intermediate, NLP, Translation, Keras, Research, Panels, Plots, Kaggle

Automate Hyperparameter Tuning Using Keras-Tuner and W&B

Aritra Roy Gosthipaty

Feb 01

Beginner, Domain Agnostic, Keras, Tutorial, Parameter Importance, Plots, Sweeps

X-Fields: Implicit Neural View-, Light- and Time-Image Interpolation

Jan 28

Intermediate, Computer Vision, GenAI, Experiment, Research, Github, Panels, Plots, TMP

Implementing Show and Tell With TensorFlow

Aritra Roy Gosthipaty, Devjyoti Chakraborty

Jan 25

Intermediate, Computer Vision, Language Generation, Keras, Experiment, Panels, Plots

Generating Piano Music With Music Transformer

Jan 21

Intermediate, Audio, Music Generation, Experiment, Panels, Plots

How to Evaluate GANs using Frechet Inception Distance (FID)

Jan 20

Intermediate, Computer Vision, GenAI, Keras, Experiment, GAN, Panels, Plots, Slider

Can Apple’s M1 Help You Train Models Faster & Cheaper Than NVIDIA’s V100?

Jan 13

Intermediate, Domain Agnostic, Hardware, Keras, Experiment, MobileNet v2, Panels, Plots, CIFAR10

SimpleTransformers: Transformers Made Easy

Jan 06

Intermediate, NLP, Classification, HuggingFace, Experiment, Tutorial, DistilBERT, Panels, Plots

Getting Started With Weights & Biases SafeLife

Stacey Svetlichnaya

Dec 18

Intermediate, Reinforcement Learning, Gaming, Benchmark, Tutorial, Github, Panels, Plots

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