mrm8488 / shared_colab_notebooks

A Repo to store the Google Colaboratory Notebooks that I have created and shared

📔 Shared Google Colaboratory Notebooks 📔

A Repo to store and share the Google Colaboratory Notebooks that I have created/modified 💻📔

Star History

NLP/NLG Colabs 🔤

• Basic self attention
• T5 base finetuned common_gen
• T5 evaluate WMT
• T5 finetuned wikiSQL demo
• T5 qgsquad with HF transformers for QG
• T5 wikiSQL multitask with HF transformers
• T5 wikiSQL with HF transformers
• DialoGPT using 🤗Transformers
• disaster identification using tweeter colab
• distilGPT2 finetuned MA Meditations
• NER data augmentation
• TF emotion detection
• fine tuning on PGN English for NER
• fine tuning on UDPOS English for POS
• Fine tuning Transformers for typo detection
• toxicity simple transformers

Computer Vision Colabs 🖼️

• Pretrain ViT HF
• Fine tune ConvNeXT with HF trainer beans dataset
• Fine tune ConvNeXT with HF trainer
• keras ocr custom
• keras ocr custom v2

GANs/Misc 🧬

• 3D Ken Burns
• 3D Photo Inpainting
• 3D Photo Inpainting multiple download
• Deeper 3D Ken Burns single pic
• custom learningtopaint
• YOLACT++
• TWINGAN
• Face Depixelizer
• FUNIT MonsterMirror v1
• generate colors from text

Streamlit ✨

• Create streamlit app
• EDA Classifier Streamlit

Tutorials 👩‍🏫

• Huggingface pipelines demo
• Using Spanish BERT fine tuned for Q&A pipelines
• transformers summarizer pipeline

UI/UX 💄

• GPT2 with Javascript interface POC
• GPT2 with JS UI

Other 🦘

• GLIDE
• Grover requester
• helloworld keras tuner
• nlp basics tokenization segmentation
• Sematinc Search Spanish
• Transformer positional encoding graph
• transformers summarizer pipeline