Internos de Frameworks

Provides concise, bullet-pointed explanations of technical concepts (specifically OOP) tailored for senior engineers, emphasizing Python-specific implementations and nuances for interview preparation.

ECNU-ICALK333

C Tcp Socket Wrapper Implementation

Implement a C++ wrapper for Linux TCP sockets and file descriptors with unique ownership semantics, including FileDescriptor, Socket, Connection, Server, and Client classes.

ECNU-ICALK333

Internos de Frameworks

C Code Golf Expert

Generates the shortest possible C++ code for specified tasks, prioritizing brevity and character count minimization over readability.

ECNU-ICALK333

Internos de Frameworks

Pytorch Character Level Text To Tensor Conversion

Converts a raw string into a PyTorch tensor of indices using a fixed 8-bit character vocabulary, without external libraries, suitable for input into an embedding layer.

ECNU-ICALK333

Internos de Frameworks

C Tcp Socket Optimization Function

Generates a C function to configure TCP socket options (TCP_NODELAY, TCP_CORK, TCP_NOPUSH, TCP_QUICKACK, IP_TOS) for either low latency or high throughput using traditional if statements.

ECNU-ICALK333

Internos de Frameworks

C Custom Matrix Element Comparison

Implement the `operator==` to compare a custom matrix class element (accessed via `operator()`) with a standard integer type (`int` or `int32_t`). This resolves compilation errors where `ASSERT_EQ(matrix(x,y,z), 5)` fails due to type mismatch.

ECNU-ICALK333

Internos de Frameworks

Self Torch Import

SOP for PyTorch setup involving specific input splitting logic and standard library imports.

ECNU-ICALK333

Internos de Frameworks

Convert C Classes To Unreal Engine Ustructs

Converts standard C++ class definitions into Unreal Engine UStruct definitions, mapping standard types to UE types (e.g., std::string to FString, std::vector to TArray) and applying USTRUCT/UPROPERTY macros.

ECNU-ICALK333

Internos de Frameworks

Freertos 64bit Division Implementation

Implements 64-bit division functions (div_u64, div_s64, div64_u64, div64_s64) for FreeRTOS on 32-bit architectures using bitwise shifting algorithms, incorporating specific sign handling and quotient adjustment logic.

ECNU-ICALK333

Internos de Frameworks

Generate Aspnet Mvc Entity Framework Models From Database Schema

Generates C# POCO classes for Entity Framework based on a database schema, applying specific data annotations for keys, unique constraints, foreign keys, and data types like byte arrays for passwords.

ECNU-ICALK333

Internos de Frameworks

Implement Dfs And Bfs In C Using Stack And Queue

Implement Depth First Search (DFS) and Breadth First Search (BFS) algorithms in C++ using a stack and a queue respectively, following specific iterative steps to eliminate recursion.

ECNU-ICALK333

Internos de Frameworks

Gnn Edge Feature Embedding Generation

Generates PyTorch embeddings for categorical edge features in a Graph Neural Network by mapping string values to indices and concatenating learned embeddings according to a specific structure.

ECNU-ICALK333

Internos de Frameworks

Wpf Enable Control During Modal Blur

Provides strategies to keep a specific WPF control (e.g., a Settings button) interactive and clickable while a modal popup or blur effect disables the rest of the UI. Focuses on visual tree restructuring, Z-Index management, and input isolation.

ECNU-ICALK333

Internos de Frameworks

Gnn Edge Feature Embedding Generator

Generates PyTorch embeddings for graph edge features by mapping categorical strings to indices and concatenating learned embeddings, specifically handling device, net, and terminal attributes.

ECNU-ICALK333

Internos de Frameworks

Implement 64 Bit Signed Division Using Bitwise Operations

Implements signed 64-bit division functions (e.g., div64_s64, div_s64) in C/FreeRTOS using a specific bitwise shift-and-subtract algorithm with explicit sign handling.

ECNU-ICALK333

Internos de Frameworks

Pytorch Character Level Transformer With 8 Bit Vocabulary

Implement a PyTorch Transformer model using nn.Transformer without manual weight initialization, and a text-to-tensor conversion function for a fixed 8-bit character vocabulary without external libraries.

ECNU-ICALK333

Internos de Frameworks

Unreal Engine C Ustruct Conversion And Instantiation

Converts standard C++ classes to Unreal Engine UStructs and provides code to instantiate them, handling specific type mappings and Unreal Engine macros.

ECNU-ICALK333

Internos de Frameworks

C Bigint Class With Reverse Vector Storage

Implement a C++ BigInt class for arbitrarily large integers using a vector of digits stored in reverse order, supporting string conversion and addition.

ECNU-ICALK333

Internos de Frameworks

C Event Camera Processing And Scatter Optimization

Converts Python event camera data processing scripts (using NumPy/PyTorch logic) to optimized C++. Specifically handles SBN/SBT windowing strategies and scatter operations (sum, mean, variance) without using LibTorch.

ECNU-ICALK333

Internos de Frameworks

C Linux Socket Wrapper Implementation

Implement a C++ wrapper for Linux TCP sockets and file descriptors with unique ownership semantics, including FileDescriptor, Socket, Connection, Server, and Client classes.

ECNU-ICALK333

Internos de Frameworks

Debug C Dll Injector With Win32 Api Error Checking

A skill for troubleshooting C# DLL injection failures by adding granular error logging after each P/Invoke call (OpenProcess, VirtualAllocEx, WriteProcessMemory, CreateRemoteThread) to identify the specific failure point using Marshal.GetLastWin32Error.

ECNU-ICALK333

Internos de Frameworks

C Bigint Class With Reverse Vector Storage

Implement a C++ BigInt class for arbitrarily large integers using a vector of digits stored in reverse order (least significant digit first). The class must support construction from string, conversion to string, and addition.

ECNU-ICALK333

Internos de Frameworks

C Doubly Linked List Implementation Delist

Implement the C++ DEList class for a doubly linked list according to a specific header file specification, including memory management, specific return values for empty lists, and string formatting rules.

ECNU-ICALK333

Internos de Frameworks

Convert Python Event Camera Algorithm To Optimized C

Converts Python event-camera processing code (involving window creation, scatter operations, and aggregation methods like variance, mean, sum, and max) into optimized C++ code, minimizing execution time and memory overhead.

ECNU-ICALK333

Internos de Frameworks

Cpp Advanced Memory Patcher

Генерация надежного кода C++ (DLL или клиент драйвера) для патчинга памяти процесса с поддержкой RAII, Unicode, асинхронного выполнения и целевого патчинга N-го вхождения.

ECNU-ICALK333

Internos de Frameworks

C Runtime Dll Injection And Harmony Patching

Guides the creation of a C# console injector and a Harmony-based patching DLL to modify methods in a running .NET process, ensuring architecture and framework compatibility.

ECNU-ICALK333

Internos de Frameworks

Floyd Warshall Highest Index Matrix

Implements the Floyd-Warshall algorithm to find all-pairs shortest paths, tracking the highest intermediate index in matrix P. Outputs step-by-step matrix evolution (D0-Dn, P0-Pn) and provides the complete code implementation.

ECNU-ICALK333

Internos de Frameworks

Implement Moe Mamba Model For Text Generation

Implement a PyTorch-based MoE-Mamba model featuring an input-dependent selection mechanism and Mixture of Experts (MoE) layer for text generation tasks, including data loading, training, and evaluation workflows.

ECNU-ICALK333

Internos de Frameworks

Implement Fusedbun Sm3 Optimizer

Create a memory-efficient PyTorch optimizer fusing SM3 and Adalite techniques. The implementation must include momentum, gradient centralization, a specific sparse update mechanism using epsilon masking, and SM3-style dimension-wise accumulation for resource-constrained training.

ECNU-ICALK333

Internos de Frameworks

PyTorch 3D Diffusion Model with Filename-Prompt Mapping

Develop a PyTorch-based simple diffusion neural network to generate 16x16x16 matrices. The implementation must include a custom dataset loader that reads .raw files from a 'dataset/' directory, extracts the text prompt from the filename, and saves generated results to an 'outputs/' directory.

ECNU-ICALK333