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TF-Coder: Program Synthesis for Tensor Manipulations (TOPLAS)

TF-Coder: Program Synthesis for Tensor Manipulations (TOPLAS)

https://pldi22.sigplan.org/details/pldi-2022-pldi/69/

Exploring Program Synthesis: Francois Chollet, Kevin Ellis, Zenna Tavares

Exploring Program Synthesis: Francois Chollet, Kevin Ellis, Zenna Tavares

Panel discussion with Francois Chollet, Kevin Ellis, and Zenna Tavares on why

Type-Driven Program Synthesis

Type-Driven Program Synthesis

A promising approach to improving

Advanced Machine Learning Day 3: Neural Program Synthesis

Advanced Machine Learning Day 3: Neural Program Synthesis

How do you learn

Introducing TensorFlow Coder: a tool that writes tricky TensorFlow expressions for you!

Introducing TensorFlow Coder: a tool that writes tricky TensorFlow expressions for you!

TensorFlow Coder (

LooPy: Interactive Program Synthesis with Control Structures

LooPy: Interactive Program Synthesis with Control Structures

One vision for

TF Code โ€” AI Coding in Your Terminal

TF Code โ€” AI Coding in Your Terminal

What if your terminal could think? Meet

(An Introduction to)+ Program Synthesis | Ullas Aparanji | TEDxPESU

(An Introduction to)+ Program Synthesis | Ullas Aparanji | TEDxPESU

In this talk Ullas explores the concept of

Program Synthesis by Type-Guided Abstraction Refinement

Program Synthesis by Type-Guided Abstraction Refinement

Presented by Zheng Guo. Presented at POPL'20.

FrAngel: Component-Based Synthesis with Control Structures

FrAngel: Component-Based Synthesis with Control Structures

Paper and supplementary material:ย ...

[GPCE23] C2TACO: Lifting Tensor Code to TACO

[GPCE23] C2TACO: Lifting Tensor Code to TACO

C2TACO: Lifting Tensor

Program Synthesis from Refinement Types

Program Synthesis from Refinement Types

The key to scalable