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# update all packages unprompted
conda update --all -y

# list packages that can be updated
conda search --outdated

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from micrograd.engine import Value

# Create a managed scalar value
x = Value(-4.0)
z = 2 * x + 2 + x  # z = -10
q = z.relu() + z * x  # q = 40
h = (z * z).relu()  # h = 100
y = h + q + q * x  # y = -20

# Compute gradients w.r.t. input values

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from micrograd.nn import Neuron, Layer, MLP

model = MLP(2, [16, 16, 1])  # 2-layer neural network

for k in range(100):
    # forward
    total_loss, acc = loss()
    
    # backward
    model.zero_grad()

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export interface User {
  mail: string;
  password: string;
  nickName: string;
}

class UserService {
  users: Array<User> = [
    { mail: "[email protected]", password: "test", nickName: "test" },
    { mail: "[email protected]", password: "admin", nickName: "admin" },

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export type Year = "1A" | "2A" | "3A";

export interface Module {
  id: string;
  name: string;
  description: string;
  teacher: string;
  year: Year;
  imageUrl: string;
}

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Bitmap bmp;
        Random rd = new Random();
        double xc1 = 200;
        double yc1 = 200;
        double rayon1 = 150;
        double sigma1 = 5.0;

        double xc2 = 350;
        double yc2 = 220;
        double rayon2 = 150;

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export interface Todo {
  task: string;
  completed: boolean;
}

class TodoService {
  private todos: Array<Todo> = [];

  // Return all todos asynchronously. Returns a Promise
  getAll(): Promise<Array<Todo>> {

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import AsyncStorage from "@react-native-async-storage/async-storage";

export interface Todo {
  task: string;
  completed: boolean;
}

class TodoService {
  // Return all todos asynchronously. Returns a Promise
  async getAll(): Promise<Array<Todo>> {

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using System;
using System.Linq;
using Microsoft.EntityFrameworkCore;
using Microsoft.Extensions.DependencyInjection;
using MvcUniversity.Models;

namespace MvcUniversity.Data
{
    public static class SeedData
    {

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using System;
using System.Collections.Generic;
using System.Linq;
using Microsoft.EntityFrameworkCore;
using Microsoft.Extensions.DependencyInjection;
using MvcUniversity.Models;

namespace MvcUniversity.Data
{
    public static class SeedData