NVIDIA just made Pandas 150x faster with zero code changes.

All you have to do is:

%load_ext cudf.pandas
import pandas as pd

Their RAPIDS library will automatically know if you're running on GPU or CPU and speed up your processing.

You can try it in this colab notebook

GitHub repo: https://github.com/rapidsai/cudf

https://t.me/DataScienceT

Conic10K

🖥 Github:https://github.com/whynlp/conic10k

📕 Paper: https://arxiv.org/pdf/2311.05113v1.pdf

🔥 Datasets: https://paperswithcode.com/dataset/gsm8k

✨ Tasks: https://paperswithcode.com/task/natural-language-understanding

https://t.me/DataScienceT

⚡️ LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

pip install diffusers transformers accelerate gradio==3.48.0

🖥 Github: https://github.com/luosiallen/latent-consistency-model

📕 Paper: https://arxiv.org/abs/2311.05556v1

🌐 Project: https://latent-consistency-models.github.io

🤗 Demo: https://huggingface.co/spaces/SimianLuo/Latent_Consistency_Model

https://t.me/DataScienceT

Quantized Distillation for Driver Activity Recognition

🖥 Github: https://github.com/calvintanama/qd-driver-activity-reco

📕 Paper: https://arxiv.org/pdf/2311.05970v1.pdf

🔥 Datasets: https://paperswithcode.com/dataset/drive-act

✨ Tasks: https://paperswithcode.com/task/activity-recognition

https://t.me/DataScienceT

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🔊 Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Сhat & pretrained large audio language model proposed by Alibaba Cloud.

🐱 Github: https://github.com/qwenlm/qwen-audio

🚀 Demo: https://qwen-audio.github.io/Qwen-Audio/

📕 Paper: https://arxiv.org/abs/2311.07919v1

⏩ Dataset: https://paperswithcode.com/dataset/vocalsound

https://t.me/DataScienceT

🟢 Introducing Emu Video and Emu Edit, our latest generative AI research milestones

🚀 Meta: https://ai.meta.com/blog/emu-text-to-video-generation-image-editing-research/

⭐️Project page: https://emu-edit.metademolab.com

📌Paper: https://emu-edit.metademolab.com/assets/emu_edit.pdf

https://t.me/DataScienceT

🌴Data Science A-Z™: Hands-On Exercises & ChatGPT Bonus [2023]🌴

Learn Data Science step by step through real Analytics examples. Data Mining, Modeling, Tableau Visualization and more!

Price :- 120$ - 20$

Price: 20$

Contact @hussein_sheikho

🌦 Makani: Massively parallel training of machine-learning based weather and climate models

🐱Github: https://github.com/NVIDIA/makani

📕Blog: https://developer.nvidia.com/blog/modeling-earths-atmosphere-with-spherical-fourier-neural-operators/

⏩ Dataset: https://github.com/NVIDIA/makani/tree/main/datasets

Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)

🖥 Github: https://github.com/jaearly/miltimeseriesclassification

📕 Paper: https://arxiv.org/pdf/2311.10049v1.pdf

✨ Tasks: https://paperswithcode.com/task/decision-making

https://t.me/DataScienceT

➕ SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks

🖥 Github: https://github.com/OpenGVLab/SAM-Med2D

🖥 Colab: https://colab.research.google.com/github/OpenGVLab/SAM-Med2D/blob/main/predictor_example.ipynb

📕 Paper: https://arxiv.org/abs/2311.11969v1

⭐️ Dataset: https://arxiv.org/abs/2311.11969

🐬 ShareGPT4V:Improving Large Multi-Modal Models with Better Captions

🖥 Code: https://github.com/InternLM/InternLM-XComposer/tree/main/projects/ShareGPT4V

🦾 Project: https://sharegpt4v.github.io/

⚡️ Demo: https://huggingface.co/spaces/Lin-Chen/ShareGPT4V-7B

📚 Paper: https://arxiv.org/pdf/2311.12793.pdf

🔗 Dataset: https://huggingface.co/datasets/Lin-Chen/ShareGPT4V

minimax: Efficient Baselines for Autocurricula in JAX

🖥 Github: https://github.com/facebookresearch/minimax

📕 Paper: https://arxiv.org/pdf/2311.12716v1.pdf

✨ Tasks: https://paperswithcode.com/task/decision-making

https://t.me/DataScienceT

🔥 flowty-realtime-lcm-canvas

A realtime sketch to image demo using LCM and the gradio library.

Source: https://github.com/flowtyone/flowty-realtime-lcm-canvas

👌 https://t.me/CodeProgrammer

More Likes, Share, Subscribe 😉❤️

🗣 HierSpeech++: Bridging the Gap between Semantic and Acoustic Representation by Hierarchical Variational Inference for Zero-shot Speech Synthesis

🖥 Code: https://github.com/sh-lee-prml/hierspeechpp

🦾 Checkpoint: https://drive.google.com/drive/folders/1-L_90BlCkbPyKWWHTUjt5Fsu3kz0du0w?usp=sharing

⚡️ Demo: https://sh-lee-prml.github.io/HierSpeechpp-demo/

📚 Paper: https://arxiv.org/abs/2311.12454v1

🔗 Dataset: https://paperswithcode.com/dataset/libri-light

https://t.me/DataScienceT

ChessVision - A dataset for logically coherent multi-label classification.

🖥 Github: https://github.com/espressovi/chessvisionchallenge

📕 Paper: https://arxiv.org/pdf/2311.12610v1.pdf

✨ Tasks: https://paperswithcode.com/task/classification-1

https://t.me/DataScienceT

🔥 Diffusion360: Seamless 360 Degree Panoramic Image Generation based on Diffusion Models.

🖥 Code: https://github.com/archerfmy/sd-t2i-360panoimage

📚 Paper: https://arxiv.org/abs/2311.13141v1

🔗 Dataset: https://paperswithcode.com/dataset/sun360

https://t.me/DataScienceT