Mind over chatter: The latest in science, neurology, epilepsy & digital health | Epilepsy Researcher | Founder @ EpiWatch
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Joined December 2017
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Samyak Shah retweeted
This is a really good series folks…
🏬LangGraph: Persistence
LangGraph comes with built in persistence. This means you can easily add "memory" to any LangGraph agents
This is done by passing in a checkpointer to a LangGraph object. Then, the state of all runs are saved via that checkpointer
We added an example showing how to do this with a SQLite checkpointer. In this example, we have a continuous conversation with an agent, using the checkpointer to store the messages
Code: github.com/langchain-ai/lang…
YouTube: youtube.com/watch?v=YE6A5d8k…
Samyak Shah retweeted
A huge bottleneck in scaling LLM/RAG systems to hundreds/thousands of docs (or more) is embedding speed ⏳
Here’s a simple trick to 3-10x your sentence_transformers throughput ⚡️: use the @huggingface Optimum library.
Full native support in @llama_index: gpt-index.readthedocs.io/en/…
Samyak Shah retweeted
it brings me peace that Cameron Boyce’s family finally disclosed that he had Epilepsy and passed from SUDEP in an interview on Snapchat (unsure if it is still up). while he rarely told cast mates about his diagnosis, i am grateful that the video raised #SUDEP awareness 💜
Samyak Shah retweeted
I don't know anyone (except @MarieKondo) who likes to clean/organize a messy room. So, how can we build machines that can do this for us? At @CVPR, we will present LEGO-Net, a data-driven method for LEarning reGular rearrangement of Objects in messy rooms. #CVPR2023 Thread🧵
Samyak Shah retweeted
Nine tools I wish I mastered before my PhD in Machine Learning bit.ly/3pN66r9
#AI #DataScience #MachineLearning #DeepLearning
Samyak Shah retweeted
🎓 Super Study Guide: Algorithms and Data Structures
This is a beautiful new resource to study data structures and algorithms. By @afshinea & @shervinea
superstudy.guide/algorithms-…
Samyak Shah retweeted
Automagically✨ turn any document into a dialog using Dialog Inpainting🎨:
arxiv.org/abs/2205.09073
Today's chatbot training datasets cover a tiny fraction of topics/domains.
To fix this, we turn 19M web pages into dialogs, delivering SotA across 3 conversational QA benchmarks!
Samyak Shah retweeted
Supervised Clustering: How to Use SHAP Values for Better Cluster Analysis bit.ly/3lYIRr1
#AI #MachineLearning #DeepLearning #DataScience
Samyak Shah retweeted
Tony Bellew on Jake Paul: "I don't wanna face him. I spanked his trainer [BJ Flores]. He wouldn't say my name because he knows. I would take his chin off his face… I'm not one of these fighters you poke at an event. If he poked me, I'm cracking him on sight." [@DAZNBoxing Show]
Samyak Shah retweeted
🥳Really excited to be attending #MLSS2020. Great set of talks by @bschoelkopf & Stefan Bauer starting from 101 causality to Representation Learning for Disentanglement 💯! Re-watch them here:
📺 (Part I): youtu.be/btmJtThWmhA
📺 (Part II): youtu.be/9DJWJpn0DmU
Samyak Shah retweeted
Happy to be giving an #ICML2020 tutorial on Bayesian Deep Learning and Probabilistic Model Construction. This area has made astounding progress in the last year. I'm grateful for the opportunity and thank the organizers for their efforts!
icml.cc/Conferences/2020/Sch…
Samyak Shah retweeted
The Five Greatest Applications of Markov Chains langvillea.people.cofc.edu/M…
Samyak Shah retweeted
Scientists hail a breakthrough treatment for Huntington's, one of the most devastating brain diseases bbc.in/2nQsPUP
Samyak Shah retweeted
What a single word in your LinkedIn profile says about your path to success. on.inc.com/2BOCyOk