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Fully Connected is your home for curated tutorials, conversations with industry leaders, deep dives into the newest ML research, and a whole lot more.

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W&B Events for the Week of November 29
Rajne Kumari
A Super Easy Guide to the Super Massive Numerai Dataset
Suraj Parmar
Named Entity Recognition with W&B and spaCy
Stacey Svetlichnaya
Hyperparameter Search with spaCy and Weights & Biases
Scott Condron
How to Fine-Tune BERT for Text Classification
akshay uppal
Text Classification with AWS SageMaker, Hugging Face, and W&B
Morgan
How to Fine-Tune Hugging Face Transformers with Weights & Biases
Ayush Thakur
Reproducible spaCy NLP Experiments with Weights & Biases
Scott Condron
Tables Tutorial: Visualize Text Data & Predictions
Stacey Svetlichnaya
An Introduction to Attention
Aritra Roy Gosthipaty, Devjyoti Chakraborty
Sentiment Analysis with Bag of Tricks
Devjyoti Chakraborty, Piyush Thakur
Training Devanagari Language Models on TPU using Hugging Face and PyTorch
Darshan Deshpande
Getting Started with Numerai Signals: Sentiment Analysis
Carlo Lepelaars
How to Fine-Tune HuggingFace Transformer with W&B
Ayush Thakur
Enriching Word Vectors with Sub-word Information
Devjyoti Chakraborty, Aritra Roy Gosthipaty
Generating and Interpolating Music Snippets with MusicVAE
Hao Hao Tan
Sequence to Sequence Learning with Neural Networks
Aritra Roy Gosthipaty
Information Extraction From Documents
Tulasi Ram Laghumavarapu
Show and Tell
Aritra Roy Gosthipaty, Devjyoti Chakraborty
Generating Piano Music with Music Transformer
Hao Hao Tan
Self Supervised Learning in Audio and Speech
Tulasi Ram Laghumavarapu
Transformer Deep Dive
Carlo Lepelaars
GloVe
Devjyoti Chakraborty, Aritra Roy Gosthipaty
Word2Vec
Devjyoti Chakraborty, Aritra Roy Gosthipaty
Exploring Ways to use Pretrained Transformers in biome.text
Ignacio Talavera Cepeda
EMNIST to Wikisplit: Sentence Composition
Ayush Thakur
Fine-tuning ResNet-18 for Audio Classification
John Hartquist
Pretraining a 124-M Parameter GPT-2 Language Model
Bilal
Visualizing The Effect of Attention on Gradient Flow Using Custom Charts
Kyle Goyette
Visualizing NLP Attention Based Models Using Custom Charts
Kyle Goyette
Under the Hood of RNNs
Aritra Roy Gosthipaty
To Pretrain or not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks
Krisha Mehta
Modern Scalable Hyperparameter Tuning Methods
Ayush Chaurasia
SimpleTransformers: Transformers Made Easy
Ayush Thakur
Text Recognition With CRNN-CTC Network
Rajesh Shreedhar Bhat
HuggingTweets - Train a Model to Generate Tweets
Boris Dayma
Ray Tune: Distributed Hyperparameter Optimization at Scale
Ayush Chaurasia, Lavanya Shukla
Train HuggingFace Models Twice As Fast
Michaël Benesty
Generate Meaningful Captions for Images with Attention Models
Rajesh Shreedhar Bhat, Souradip Chakraborty
Learning Dynamics of RNNs, and Memory Augmented RNNs
Kyle Goyette
Does Model Size Matter? A Comparison of BERT and DistilBERT
Jack Morris
Transformer Reinforcement Learning
Leandro von Werra
A Step by Step Guide to Tracking Hugging Face Model Performance
Jack Morris
Who is Them? Text Disambiguation with Transformers
Stacey Svetlichnaya
Using SimpleTransformers for Common NLP Applications
Ayush Chaurasia
Kaggle Starter Kernel - Jigsaw Multilingual Toxic Comment Classification
Sayak Paul
Sentence Classification With Huggingface BERT and W&B
Ayush Chaurasia
Text Generation With Sequence Models
Carey Phelps
FastText Nanobot for the Transformer Age
Stacey Svetlichnaya